Greening Our Energy: How Soon?

This article includes a video and almost verbatim text of a 40+ minute public talk at Sawyer Hall, Nailsworth, on Thursday 22nd February given by Dr Richard Erskine, Education Lead for Nailsworth Climate Action Network. The numbered paragraphs refer to the slides, but only some of the illustrations from the slides are included in the text below. It’s better to play the video to see the slides alongside hearing the words. At the end of this piece are Acknowledgement, References, and some Questions and Answers from the event.

Update 13 March 2024: Report from the House of Lords on Long-duration Energy Storage: Get On With It underlines importance of storage to get us to fully clean energy system, dominated by renewables, as the talk sets out.

Update 16 April 2023: A great new blog Is a 100% Renewable Energy Grid Possible? by scientist Michael de Podesta also comes to the conclusion that 100% renewables can be achieved.

A recorded online version of the talk can be found here:

The almost verbatim script follows:

1 Greening Our Energy: How Soon

Thank you for coming in this presentation. I really want to help you to understand the potential for solar and wind to get us off oil and gas and fossil fuels in general. You’ll no doubt know – if you’ve looked in the paper or on social media – that there’s lots of opinions flying around about what’s possible and you often see numbers being thrown around. I think it’s very easy to feel bamboozled by some of the big numbers that are thrown around and statements made. 

Can you put your hands up if you feel a little bit bamboozled sometimes by what you read? I’ll put my hand up as well. 

2 Net Zero by 2050?

Well that’s understandable but the interesting thing is that when we look at a recent survey [1], eight out of 10 Britains were concerned about climate change, and over half of them (52%) thought that the net zero target for 2050 should be brought forward.

3 Questions we aim to address

I want to try to address three questions in this talk:

  • Firstly, could all of future energy demand be met by wind and solar? now that’s not to discount other forms of low carbon energy, but if we can show that it can be done with wind and solar, then of course, any other forms of low carbon or zero carbon energy that are available will simply make that goal easier to meet it won’t make it harder to meet.
    • Specifically, nuclear has met about 20% of our generation needs over recent decades, and it is likely with new projects to continue to do so, and given the climate crisis it would be foolish to stop this, but I want to focus here on wind and solar. 
  • Secondly, what are the opportunities and hurdles on this journey, and 
  • Thirdly, how soon can we do it?

4 My Journey

We are all on a journey.

My journey on these questions started with David Mackay’s famous book ‘Sustainability Energy without the hot air’ [2] which was very influential. It was forensic in working out the carbon intensity of everything we own or do, and in looking at the possible ways to get off fossil fuels.

I later attended the course Zero Carbon Britain (ZCB) at the Centre for Alternative Technology (CAT) [3]in Machynlleth, and this inspired me to believe that we could actually do it. 

5 New look at Mackay’s UK numbers

The David Mackay analysis was brilliant but it suggested that we would struggle to get to 100% renewables because the one thing Brits are all good at is saying: “NO!”. No to this solar farm; no to those new pylons; and so on. He was accused of being pro nuclear because he felt we unavoidably would need plenty of it. He replied that he was only in favour of maths.

However, solar and wind costs have fallen dramatically. British opinion is now firmly in favour of renewables. This recent paper [4] – I’ll refer to it as the ‘Oxford paper’ – has revisited Mackay’s numbers and I will share their findings.

6 … and not forgetting a global view 

And let’s not forget the paper [5] that made a big splash because it showed that increasing innovation could result in trillions of cost savings if the world pushed hard for renewables.

7 An over abundance

People talk about fusion power which is famously always 50 years away.  But we have a fantastic fusion reactor up in the sky – it’s called the Sun! The Sun deposits 170,000 Terawatts of energy on the Earth, which is about 10,000 times more than humanity needs currently. And – wait for it – Shell pointed this out in 2005!  [6]

Is anyone really saying that humanity doesn’t have the ingenuity to harvest just one 10,000th of the energy we get from the Sun? Are they really saying that we cannot use this massive over abundance of energy from the Sun?

8 How is UK doing so far?

Before looking into the near future, let’s do a check on where we are. We keep being told we have been leaders. So are we?

Yes and no.

We were certainly leaders when we passed the Climate Change Act in 2008, and when the 2050 Net Zero target was incorporated in 2019. Now look at the numbers.

9 Fossil fuel (FF) UK in 2017

The picture below from the Centre for Alternative Technology (CAT) Zero Carbon Britain (ZCB) report [3] shows that primary energy in 2017 was 80% fossil fuel [I chose CAT’s graphics in part beause they are better for clear and uncluttered communication of the information than many other source – in the talk I overlay some of their slides with key messages in text boxes].

Primary energy is the inherent energy in a lump of coal for example. But when you burn fossil fuels you lose energy in heat that doesn’t do useful work and so you lose 25% of that. 

The other key point is that only 20% of delivered energy was electrified at in 2017.

10 Decline of coal in electricity

This Our World In Data graphic shows what has happened in the last 40 years. Coal in electricity generation has dropped from 60% to almost zero [7] in that period. This was a great achievement.

11 The dash for gas

But again, just looking at the electricity generation, gas generation has displaced coal [8]. A cleaner form of energy but still a fossil fuel putting carbon dioxide in the atmosphere. [8]

12 Renewables growing fast

But renewables in recent years, due to their plummeting costs, have been growing really fast over recent decades, and it’s nearing 40% of annual electricity generation. Half of this comes from wind. [9]

13 Good news, bad news 1/2

Good news, Bad news.

Whether it’s the climate change committee or the national audit office or lawyers: they’re telling the government to pull your finger out if we’re gonna to get to clean the clean grid by the middle of the next decade

Climate Change Committee’s 2022 Progress Report showed that only 8 of 50 key indicators were on track. A pretty dismal performance by the Government.

As Victoria Seabrook of Sky News reported [10], The National Audit Office has also been damning:

“The longer it takes before government finalises its delivery plan, the greater the risk that it won’t achieve that ambition to decarbonize power by 2035, or that doing so will cost consumers more”  Simon Bittlestone, National Audit Office, Director of value for money studies.

Energy bills may rise again without government plan to deliver 2035 clean power target, NAO warns – A missing plan to decarbonise Britain’s electricity network is costing households, the report warned. The NAO audit prompted calls for government to lift a de facto ban on onshore wind.

Government lawyers are warning of a risk of litigation against the Government for its laggardly performance.

14 Good news, bad news 2/2

The good news is we’ve been cleaning up the electricity that is currently in use, but we’ve been slow to electrify the large chunks of the economy that are currently not electrified. Transport and heating are the two big ones.

15 Demystifying energy

I want to spend some time demystifying energy a bit.

16 What is energy?

The great American physicist Richard Feynman said that “Energy is a very subtle concept. It is very, very difficult to get right.” [11]

There’s energy in a food bar, in a battery, and in some petrol. They seem totally different – like chalk and cheese!

For our purposes, we can say energy is any source of usable power. It comes in different forms, chemical, solar, nuclear, electrical, etc.

It can be transformed from one form to another, usually with some loss of energy in the process. 

This is quite important.

17 Power vs Energy

I want to use an analogy of pouring water. This 40 watt lightbulb uses a hundred times less power to drive it than the kettle. So think of the rate of water flow from here to here as equivalent to the power that’s being used. The energy consumed is then analogous to the total amount of water poured over a certain period of time. If you go for 24 hours we will get a kilowatt hour of an hour of energy used by a 40 W lightbulb. The 3 kW kettle draws much more power – which is analogous to pouring the water much faster like this – so will get to 1 kWh of energy used much sooner (in just 20 minutes).

18 Power & Energy on UK scale

If we scale power and energy up to our UK population of 60 million or so, everything is multiplied by tens of million. 

So it’s typical for the UK currently to draw on 40 million kW of power, which we call 40 gigawatts (40 GW) for short.  Over a year – which is 24 x 365 hours – this amounts to 350,000 gigawatt hours, which we can call 350 terawatt hours (350) TWh for short.

Country sized power tends to be in tens of GW, whereas country sized energy per year is in hundreds of TWh.

So does that mean we simply install 40 GW of wind, or a bit more to deal with less windy days or days with more demand? Not quite!

19 ‘Capacity factors’

The nameplate power rating of a wind turbine does not reflect the fact it is not always windy. The capacity factor is an adjustment that takes account of this. 

For wind in the UK, the capacity factor is 40%

For solar, given our highish latitude, the capacity factor is 10%.

So 1 GW of offshore wind delivers 3.5 TWh of energy per year.

Whereas 1 GW of solar delivers 0.9 TWh of energy per year

So why not ignore solar for the UK?

Because in winter, wind is high and solar is low, whereas in summer, wind is low and solar is high. 

Most of the time, they compensate for each other in a very effective way.

20 Demystifying efficiency

Efficiency is a really key topic when we look at how we use energy. If there are two ways of getting the same result but one uses twice as much energy, it means you’ll need twice as many resources to achieve the result. 

21 What is energy efficiency?

The result we want with a lightbulb is to light up a small room. Suppose we need 400 Lumens of light to do that. Then a 40W Incandescent light bulb would do that job. But it comes with large energy losses. Only 10% or less of the electricity put in is transformed into light. So we say it has an efficiency of 10% or less. [12]

22 Less energy loss improves efficiency

With a 6W LED lightbulb we can still get the result we want – 400 Lumens of light output – but with much less loss of energy through heat loss. So the efficiency increases to typically 60%.

23 Electrification revolution 

The electrification revolution is key to achieving greater efficiency, because in those areas of energy use where we burn fossil fuels, there is often huge inefficiencies.

24 Faraday invented ability to turn motion into electricity

There is an apocryphal story that Michael Faraday was asked by a politician “what use is electricity?” and he replied “What use a baby?”. That baby has been through its childhood and is now ready to enter adulthood.

The electrification revolution is really not new. Michael Faraday showed how to turn motion into electricity, and the reverse of this, to turn electricity into motion. This is what an electric drill does. 

Over the two centuries since Faraday and others made their discoveries various forms of energy use have been electrified. Candles were replaced by light bulbs; Mills moved from water power to electric power; Electric washing machines and other household devices replaced muscle power – arduous manual work.

But some aspects of our lives ended up being powered by burning fossil fuels, and we turn to these now.

25 Petrol/ Diesel Cars

An internal combustion engine burns petrol/ diesel to create power at the wheel, but it loses at least 70% of the primary energy in the fuel, so a petrol/diesel car only has an efficiency of 12-30% overall [13].

26 Electric Vehicle (EV) cars

An Electric Vehicle has much lower losses to create the same forward motion, losing about 20% of the energy stored in a battery. So overall, an EV has an efficiency of 77% [13]. For those EVs that include regenerative braking, they can achieve even higher efficiency.

Great Britain currently uses the equivalent of 445 TWh from petrol and diesel road vehicles. As we’ve just calculated, if this was electric we’d need just 118 TWh. Almost 4 times less [14].

27 Gas boiler for heating

A Gas Boiler is designed to create heat, but there are still heat losses that do not go towards heating rooms or water for taps. A modern condensing boiler can have an efficiency of almost 90% (although often they are setup poorly so do not achieve this level).

So for every 1 kWh of primary energy in the gas that is put in, 0.9 kWh of heat is delivered to the house.

28 Heat pump for heating

Before I talk to this slide, who has a heat pump?

OK, just a few.

Hmmm, Who has a fridge? Looks like most or all of you. But did you know that a fridge uses a heat pump

A heat pump is a device, invented in the 19th Century for moving heat from one place to another. For a fridge, it moves it from inside the fridge to outside of it.

For heat pumps that are used for heating, an air-source the heat pump harvests the ambient energy in the air outside the house, concentrates it, then moves it inside the house, for space heating or water heating.

Then 1 kWh of electricity is augmented by 2 kWh of thermal energy from the environment, resulting in 3 kWh of delivered heat inside the house. This is an effective efficiency – or Coefficient Of Performance (COP) – of 300% [15].

29 Heat pumps usable in any home 

And contrary to received opinion, heat pumps can heat any house that a gas boiler can heat [16]. The key ingredients are a proper house survey; appropriate sizing of the system elements; and properly training technicians installing the system.

(Note: I wrote a blog that attracted a lot of attention ‘Insulate Britain: Yes but by how much?’ that provides a repost to the idea that ‘deep retrofit’ is needed before one gets a het pump)

30 Electrification is future-proofing

As David Mackay observed, electrification is future-proofing. The end users of electricity, be they light bulbs, heat pumps, cars or industry, really don’t care where the electricity comes from.

And if new forms of energy prove to be advantageous in the future, we can simply plug them into the grid.

31 How much energy will UK use in the future?

So how much will the UK use in the future?

32 Electrification reduces demand

The CAT ZCB report estimated that in a UK that has stopped burning fossil fuels, where most energy use is electrified, the energy demand would be reduced by 60% to around 700 TWh.

They included quite ambitious goals for improved public transport, but others such as the Oxford study [4] referred to earlier have come to a similar estimate without assuming major behavioural change.

33 What about new demands in 2050? 

The Oxford Study conservatively doubled this figure (to 1400 TWh) to allow for new or novel demands such as generative AI [17], synthetic meats, direct carbon capture, etc.

The Royal Society [18] estimates we’d need 100 TWh of hydrogen storage.

So in total, a generous 1500 TWh of energy demand is the estimate for 2050. to meet the mainly electrified demand.

34 Is it feasible with wind and solar alone?

But is this feasible with wind and solar alone?

35 UK has best wind resources in Europe

The UK has the best wind resources in Europe [3], so we are very lucky in that regard.

It’s interesting to note that at the start of the Industrial Revolution, Britain had as much energy reserves in the form of coal, as Saudi Arabia was discovered to have in the form of oil in the 20th century [2].

Now, the UK could use its wind resources to power a new Green Industrial Revolution. How lucky we are if we are wise enough to grasp the opportunity.

36 Hornsea wind farm phases

The Hornsea wind farms [19] phases 1, 2 and 3 in the North Sea will deliver 129 TWh per year, and wind farms such as these can be constructed pretty quickly.  We just need to accelerate the planning processes for additional wind farms.

Floating wind resources in the deeper waters further north will benefit from even stronger wind.

37 Plenty of space to spare

Overall, having assessed the feasible use of land and sea area, the Oxford study concluded that they could even double the 1500 TWh energy supply.

With 1500 TWh, the land and sea areas required to meet the demand are modest. As a comparator, golf courses take up 0.5% of UK land.

And we won’t run out of minerals either, as a comprehensive study has demonstrated [20].

38 Infrastructure & End-use growing – in parallel

There is a perverse argument used to question the rise of EVs – not enough charging points. Or heat pumps – not enough installers. As with every transition, the growth in a new end-use is accompanied by its twin: the growth in a new infrastructure. They are like twins, running a marathon together.

39 What what about variability in wind and solar?

The question naturally arises as to the variability of wind and solar. The extreme scenario is an anti-cyclone stuck over Britain for 2 weeks with poor wind and solar power generation. 

40 Mismatch!

Even in less extreme, or quite normal situations, the supply might be much more than needed sometimes and less than what is needed at other times.

How would we deal with this mismatch

There are many ways to try to address this. Over a day’s cycle, we can shift demand using a smart grid and smart tariffs. We can get more or less electricity from our European neighbours. There is scope for large degrees of flexibility in the system, to flatten the peak demand.

41 Over-build option

But over slightly longer periods, like a week, we need to do more. One way is simply to build more than we need – this is termed ‘over build’, which obviously comes at a cost, but the cost of both solar and wind have plummeted so this is clearly an option.

42 Energy storage option

Another option is to store excess energy – when it is blowing hard – and to pay it back to the grid when there is a shortfall in supply. This also comes at a cost – to build the storage systems and means for regenerating the power. The choice between over build and storage options depends in part on their relative unit costs.

For the extreme case of a persistent anticyclone, over build alone cannot fix the problem. More turbines on a windless day won’t cut it. So storage has to be at least part of the solution.

43 High wind & solar challenge

But interestingly, studies have shown [21] that the need for massive storage only gets significantly pressing when the fraction of energy from wind and solar exceeds 80% of the total energy mix (which is what this graphic by Ken Caldeira is showing).

44 Batteries will play a role for shorter term

One of the beauties of renewables is that they can exist at multiple scales – for a homeowner, for a community, for a region and for a country. Storage too can exist at these different scales, as many homes who use batteries alongside their rooftop solar PV systems can attest to.

Large battery units are already playing a role in helping to ease pressure points on electricity grids.

45 Dinorwig hydro energy storage

At a larger capacity, the Dinorwig hydro energy plant provides good scale energy storage, able to respond very fast to peaks in demand, or losses in supply [22].

It’s a strategic asset for the UK, but again, it would not be enough to deal with a long-term energy or inter-seasonal storage needs.

46 Hydrogen long-term storage

A recent Royal Society report on long term storage has concluded that hydrogen will play a key role. The hydrogen can be created using electricity when there is an excess of wind or solar, and then stored, and can be used to generate electricity using a fuel-cell to put back on the grid when we need energy back.

In East Yorkshire alone, there are 3000 potential salt cavern locations totalling 366 TWh of stored energy [18].

(Editorial Note: I should stress that hydrogen in this context is for long term storage, NOT for heating. As the Climate Change Committee has projected, heating will be mostly met by domestic heat pumps and district heating – and the district heating itself will often be community-scale heat pumps. The reason for this is the vastly greater energy efficiency of using heat pumps as compared to burning hydrogen in our homes. But this is another talk!)

47 Modelling is key to ensure feasibility

Modelling of the whole system is key, including real-world weather and demand data to test the feasibility of potential solutions, over individual months …

48 Ensuring balance during extremes

… but we must also model system behaviour over decades

They looked at weather data over a 40 year period to seek out worst case lulls.

It is always very odd that newspaper articles or social media posts raise the issue of lulls as though it is a gotcha discovery. Unsurprisingly, scientists and engineers are not stupid and have of course included the issue of lulls in their projections.

49 Revisiting the questions 1/3

So let’s revisit the questions I raised. Yes, we could meet future demand using just wind and solar. There is an over-abundance of renewable energy and it is an effectively limitless resource.

And the Climate Change Committee broadly agrees, based on their recent report ‘Delivering a reliable decarbonised power system’ – although some of the details differ. And at least in the medium term, anticipate reliance on gas turbines with CCS as backup.

There are many permutations, as to the detailed plans for the transition, but the end-goal feasibility question is settled.

50 Revisiting the questions 2/3

The opportunities are legion

  • to stop damaging the planet; 
  • to have clean air in our homes and towns; 
  • to stop being reliant on petro-states and volatile international energy markets
  • and to create a new vibrant economy based on green energy.

The hurdles are also there: 

  • regulations and an ossified planning regime that has slowed deployment of onshore wind, solar and grid connections. 
  • We also need electricity market reforms. 
  • But the biggest hurdle of all has been the lack of long-term thinking and political leadership at all levels of government.

51 Revisiting the questions 3/3

I think that ‘How soon’ is a poorly defined question:

  • How soon to displace the current gas generating capacity
  • Or how soon to electrify the 80% of demand that is not yet electrified? 

Those are two different targets.

The key ‘How Soon’ is really How soon will we have a government committed to a fully fledged plan to mobilise the economy – including the talents, skills, regulations and incentives needed – to start us on an accelerated path to net zero. 

The Oxford paper’s recommendations are:

  • Remove barriers to new solar and wind energy capacity.
  • Continue to incentivise accelerated solar and wind energy investment.
  • Invest in storage solutions, grid upgrades and, where necessary, grid services.

52 Fast transformations not new

These photos of New York street show the change from horse drawn carriages to petrol cars in just 13 years; from 1900 to 1913.

Transitions can be very fast, if the will is there.

We just need to stop the mixed singles to the public and to industry and push on hard.

53 Final reflections – Embrace optimism

One of the lessons that’s been important for me to learn is that its possible to believe both that things are deeply worrying, but that some positive changes are in train, thanks to the work of many people. 

A sustainable future is possible if we make progressive choices, for people and planet. It’s ok to be optimistic about the future, while recognising the challenges we face. Resigning oneself to catastrophe is a recipe for inaction and despair, and I for one reject that choice. 

I’d recommend Hannah Ritchie’s recent book ‘Not the end of the World’ for anyone wanting a boost of positive thinking on the choices and opportunities we have to build a sustainable future for people and planet [23].

54 Final reflections – System change more than mere substitution

System change more than mere substitution

  • 30 million EVs is not the answer to 30 million petrol and diesel cars (but how many?)
  • System change not merely substitution.
  • We need less clogged up, people friendly, walkable towns & cities
  • Electrification of improved bus, tram & rail services also key, alongside EV cars.

55 Final reflections – We need head, hand and heart

I’d like to close by returning to Machynlleth, and the Centre of Alternative Technology, where my journey began.

While there studying energy futures we found time to spend time with nature

Here are two fellow students Sarah and Rosie who placed their hands on a tree for me

A green energy transition is essential to save the planet, and create a new thriving economy and society which enjoys abundant energy enabling education, health and agricultural benefits in impoverished communities [24].

But it’s not inevitable that head, hand and heart will work together to create a fairer world. 

We must therefore strive to put communities at the heart of everything we do, to decentralise power as far as possible, and not to perpetuate current injustices.

56 Thank you

Now please, can we have questions.

Please keep questions short as I will repeat each question to ensure everyone can hear the question and my response.

After Q&A, we can break up and move around, get a cuppa, and mingle. NailsworthCAN would very much like to share what we have been doing and to hear from you. We are keen to continue to tap into the talents and ideas of the community.

Richard Erskine, 2024

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ACKNOWLEDGEMENTS

The talk includes insights from many people: Ken Caldeira [21], Richard Hellen [25], David Mackay [2], Hannah Ritchie [23] and Rupert Way [26] to name just a few.

And from many institutions: The Centre for Alternative Technology [3], Our World In Data [7-9], Oxford Univerisity (including the Smith School of Energy and the Environment), The Royal Society [18], The Schumacher Institute and the UK’s Committee on Climate Change, to name just a few.

How these insights and some materials and data have been used here – including any errors or omissions – are the sole responsibility of Dr Richard Erskine.

The figures used from reports are overlaid in the presentation with annotations using large text to highlight the key messages. Anyone wanting to see the original figures and data are directed via links to the sources.

REFERENCES

  1. IPSOS (2022), 8 in 10 Britons concerned about climate change – half think net zero target should be brought forward: half think it should be brought forward, 2nd August 2022, https://www.ipsos.com/en-uk/8-10-britons-concerned-about-climate-change-half-think-net-zero-target-should-be-brought-forward 
  2. Mackay (2008), Sustainable Energy without the hot air, http://www.withouthotair.com/
  3. Centre for Alternative Technology (2019), Zero Carbon Britain: Rising to the Climate Emergency, https://cat.org.uk/info-resources/zero-carbon-britain/research-reports/zero-carbon-britain-rising-to-the-climate-emergency/  (this is an update of a previous CAT report Zero Carbon Britain: Rethinking the Future)
  4. Smith School of Enterprise and the Environment, Oxford University, Wind and solar power could significantly exceed Britain’s energy needs, https://www.ox.ac.uk/news/2023-09-26-wind-and-solar-power-could-significantly-exceed-britain-s-energy-needs 
  5. Decarbonising the energy system by 2050 could save trillions – Oxford study, https://www.ox.ac.uk/news/2022-09-14-decarbonising-energy-system-2050-could-save-trillions-oxford-study 
  6. Niele, Frank (2005), Energy: Engine of Evolution, Shell Global Solutions, 2005
    • In the text Frank Niele mentions a solar intercept of 170,000 TeraWatt (TW = 1000 GW). This is not the practical maximum for solar power we could harness (and Niele is not saying that, but some people might misread it that way). Due to a number of factors (we would only want to use a small area of land for solar, the efficiency of PVs, etc.) the practical limit is very much less. BUT, even allowing for this, the amount of energy is so massive that we are still left with an enormous potential, that far exceeds the 40 TW requirement. Humanity will need (in his 2050 projection) ’only’ about 1 million square km (or 0.67% of the Earth’s land area). So, in practical terms, there is no ‘functional limit’ in respect of the energy that humanity needs. The calculation backing this up is in Note 16 of my essay Demystifying Global Warming and Its Implications.
  7. Annual generation of electricity using coal in the UK, https://ourworldindata.org/energy 
  8. Annual generation of electricity using gas in the UK, https://ourworldindata.org/energy 
  9. Annual generation of electricity using renewables in the UK, https://ourworldindata.org/energy 
  10. Victoria Seabrook, Energy bills may rise again without government plan to deliver 2035 clean power target, NAO warns, Sky News, 1st March 2023, https://news.sky.com/story/energy-bills-may-rise-again-without-government-plan-to-deliver-2035-clean-power-target-nao-warns-12822138  
  11. Feynman (1969), From an address “What is Science?”, presented at the fifteenth annual meeting of the National Science Teachers Association, in New York City (1966), published in The Physics Teacher, volume 7, issue 6 (1969), p. 313-320
  12. Consumer Guide to Energy Efficient Lighting, https://www.energy.gov/sites/default/files/2021-08/ES-EE Lighting_080921.pdf 
  13. EPA, All-Electric Vehicles, https://www.fueleconomy.gov/feg/evtech.shtml 
  14. Hannah Ritchie, How much more electricity will the UK need to switch to electric vehicles?,15th September 2023, 7th August 2023, https://www.sustainabilitybynumbers.com/p/uk-ev-electricity-demand
  15. Hannah Ritchie, The future of low-carbon heating is heat pumps, https://www.sustainabilitybynumbers.com/p/heat-pumps 
  16. Energy Saving Trust, From flats to terraced houses: heat pumps are suitable for all property types, 3rd May 2022, https://energysavingtrust.org.uk/from-flats-to-terraced-houses-heat-pumps-are-suitable-for-all-property-types/ 
  17. Jared Anderson et al, POWER OF AI: Wild predictions of power demand from AI put industry on edge, 16th October 2023, S&P Global Commodity Insights, https://www.spglobal.com/commodityinsights/en/market-insights/latest-news/electric-power/101623-power-of-ai-wild-predictions-of-power-demand-from-ai-put-industry-on-edge
    • “From 2023 to 2030, we are looking at about an 80% increase in US data center power demand, going from about 19 GW to about 35 GW,” Stephen Oliver, vice president of corporate marketing and investor relations at Navitas Semiconductor, said in an interview. Since total US demand is expected to rise to about 482 GW in 2027 (let’s assume 500 GW by 2030), the 35 GW for data centres is about 7% of the total – significant but hardly existentially large.
  1. Royal Society, Large Scale Energy Storage, September 2023, https://royalsociety.org/-/media/policy/projects/large-scale-electricity-storage/V1_Large-scale-electricity-storage-report.pdf?la=en-GB&hash=90BC8F8BCBC2A34431B6CF9DD80A8C9D 
  2. Hornsea Wind Farm, https://en.wikipedia.org/wiki/Hornsea_Wind_Farm 
  3. Seaver Wang et al, Future demand for electricity generation materials under different climate mitigation scenarios, Joule, Volume 7, Issue 2, 15 February 2023, Pages 309-332. https://www.sciencedirect.com/science/article/pii/S2542435123000016?dgcid=author
  4. Caldeira (2018), Geophysical Constraints on the Reliability of Solar and Wind Power in the United States, https://kencaldeira.com/2018/03/geophysical-constraints-on-the-reliability-of-solar-and-wind-power-in-the-united-states/ 
  5. Dinorwig, https://en.wikipedia.org/wiki/Dinorwig_Power_Station 
  6. Ritchie, Hannah, Not the End of the World – How We Can be the First Generation to Build a Sustainable Planet, Chatto & Windus, 2024
  7. Abundant Energy, BBC Inside Science, Host Gaia Vince, BBC Radio 4, 9th February 2023, https://www.bbc.co.uk/programmes/m001hx4x 
  8. Richard Hellen, energy analyst and Fellow of The Schumacher Institute, https://schumacherinstitute.org.uk/management-team/#member-25495-info
  9. Rupert Way was co-author on both the key paper [4] above, and the 2022 paper [5] – which had considerable worldwide coverage – that showed the world could save trillions of dollars if it moved rapidy to scale up renewable technologies such as wind, solar and electrolysers

Questions & Answers

The answers given are broadly as given but with a little embellishment in a few cases. Some references added to help in solidifying the points made.

Will there be room for nature in this move to renewables, and recognising that the ecological crisis and climate crisis?

Yes. As I said, the ground mounted solar included in the Oxford paper would require 1% of UK land, but pasture takes up 30% and ground mounted solar can co-exist with grazing sheep for example.

There is a The Fallacy of Perfection, that requires that new solutions are perfect while ignoring the harms of the status quo. Extraction for coal alone in 2021 amounted to 7,500 tonnes, whereas “Estimates for the maximum amount of materials we’ll need annually to build low-emissions energy infrastructure top out at about 200 million metric tons, including all the cement, aluminum, steel, and even glass that needs to be produced.” – and once built, this level falls away, whereas with fossil fuels we keep on having to extract it. On land use too, renewables are better than fossil fuels if we look at the full life-cycle (extraction through to operation).

But it is also true that in UK we are not always very good at consulting on projects. We do a cursory consultation, then spend a lot of the budget, then start to raise questions on the requirements while construction is in full flight (HS2 was a case in point). Good project practice is to do a thorough consultation that truly listens to and engages with the public and articulates the impacts, costs and benefits of a new project and the status quo, then pilot and prototype to test out proposals, before then proceeding. Politicians are too often led by industrial partners wanting to push ahead without delay. We can build fast, but we do need to build the right assets in the right places for the right reasons.

Too often, there seems to be a belief that nature-based solutions are in conflict with technological ones, but the truth is we need both. For example, nature based approaches to flood alleviation (like SUDS) are needed, but in many cases, engineered ones (like the Thames Barrage) are needed as well. But on decarbonising our energy, technologies like wind, solar and electrolysers are essential, and as we have seen, they leave the great majority of available land area for nature to thrive, if we choose to use it to address the ecological crisis; it’s not renewables stopping us doing it!

With the greater degree of flexible working, particularly following COVID, and also streaming of top shows … will that help to flatten the peaks in demand?

Great thought! That sounds very plausible and I’m tempted to look into the data to see if this is indeed true. The general message is that there are lots of additional ways in which demand can be nudged to help lower peak demand. 

Isn’t it a worry that so much comes from China – batteries and the minerals used in them and elsewhere? … use lots of dirty energy … 

Yes and no. It’s those twins again. A lot of claims are made about a minerals crisis by the Seaver Wang paper from last year did a thorough study of this question, and concluded that we have more than enough minerals to decarbonise the world’s economies. However, we do need to diversify our supply of minerals, and not be over reliant on China, that is true. We have to manage political risk. As an example of diversifying sources, Lithium is now being mined in Cornwall. Canada can open up its reserves of minerals.

How large a role could community energy play in the energy transition?

That’s an important question. I made the point that renewables have the benefit of being possible at all scales. The more we can have renewables at local scales, the more resilient we are, and the less the risk of power being solely in the hands of centralised conglomerates. Some of the largest wind farms are owned by private companies that aren’t British. So I’d like to see a lot of community energy. How much of a town’s energy could be produced locally will vary a lot according to the location, and may also vary through the seasons. It’s not clear whether we’re in a position to put a number on it or decide what is optimal. However, a town will still need to be connected to the national grid because it isn’t always windy or sunny in a specific locality. Some assets like Dinorweg or future hydrogen storage facilities, are national assets, for everyone’s benefit. So we need to think of community energy as part of a whole system – giving and taking energy at different times.

[since the talk and the answer given above, I have written a piece to provide an answer to the question: https://essaysconcerning.com/2024/03/06/how-much-energy-could-a-community-generate-itself/ ]

You mentioned that there is a majority of people wanting the UK to be more ambitious, so why are some politicians thinking there are votes in delaying action?

What a great question. Hitherto there has been cross party support. In Parliament, there was almost unanimity in votes for the 2008, and the 2019 ‘net zero by 2050’ change. Unfortunately it seems it has become something that has become rather polarised – some trying to claim that there is a conflict between solving current financial issues and investing in the future. But as the 2022 Oxford paper by Rupert Way and others showed, we can actually save lots of money by accelerating the pace of transition to a green future. 

Despite claims by the Government that the UK is a leader, we saw in the talk heavy criticisms from the Climate Change Committee and the National Audit Office on the lack of progress in many areas; the UK cannot rest on the laurels of displacing coal. So currently the UK has definitely lost its position of leadership. The country can earn back a position of leadership if politicians grasp the opportunity and stop using the climate as a political football. We need to get back to there being a cross party consensus at least amongst the major parties that will last till 2050, which is 5 Parliaments away.

Could we learn from what Nigeria is doing? They have micro grids and will later bring these together.

Different countries have started from different places. The UK have had large centralised generating capacity and will now need to loosen thing up a bit to accommodate a network of resources at different scales. Nigeria is in a sense doing the opposite from what you say – having lots of local capacity before bringing it all together. I’m sure we could learn from each other.

In the last 6 months you noticed a change in attitudes toward siting of renewables? I’m finding many acquaintances have.

Yes, and we are seeing communities embracing solar and wind for their mutual benefits, as the  Channel 4 series The Great Climate Fight showed, it is often regressive Government rules and directives blocking communities from building what they want (such as a wind turbine on the edge of a village), with just a small minority vetoing progress.

Are there issues with using hydrogen, I’ve heard about?

We have to distinguish various uses of hydrogen. Michael Liebreich has a ‘hydrogen ladder’ showing where hydrogen sensibly can or should be used and where it shouldn’t. It cannot compete with electrification for cars and heating homes, and is now being relegated into relatively few areas. Energy storage is one of those. Another is fertiliser production. And there are also applications in industry. You mentioned Bath University research, so I’ll need to talk with you after to determine what issues you are referring to.

What about heat storage playing a role?

Heat storage is a great idea and there are most certainly cases for using it. I am not clear it can displace the need for long term storage with hydrogen, but I understand it could pay an important role. Its worth stressing that there is a lot of waste heat also around that could be exploited (such as from industry). Waste in our sewers could, when combined with a heat pump, supply heat, and of course there are many existing installations of water source heat pumps that can heat large building; Stroud District Council’s offices in Ebley is a case in point.

[since the talk, the following example from Princeton University has come to my attention. They will be using large heat pumps to extract heat from buildings in summer to keep them cool and store this underground, then use the heat pumps again in winter to use the buried heat to heat buildings in winter. They will create a huge thermal reservoir to achieve this outcome. https://www.princeton.edu/news/2021/11/09/going-deep-princeton-lays-foundation-net-zero-campus]

How are we going to convince people that we need a revolution in energy, especially when there are been conflict over the siting of some renewables such as the Arlingham solar array? There is a suggestion the UK should build 6-8GW of solar by 2030, but we need to take people with us.

We have to consult and engage hearts and minds? I don’t think is simply a case of not bribing people with lower bills. The use of Citizens Assemblies and other forms of engagement with the community will be key. People need to understand the benefits. A local village hall with rooftop solar, a heat pump, EV charging and a battery can become a place that brings local benefits and also helps to engage hearts and minds.

End of Q&A

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Insulate Britain! Yes, but by how much?

Upated 14th April 2022 including ‘Summary’ and new section ‘Cost-effectiveness of fabric/ renovation measures to deal with peak heat demand’

Updated 11th May 2024 including a ‘Postscript’

If you like this essay, you may also be interested in Heating a listed Cotswold stone building with an air-source heat pump: our journey

Summary:

  • Consider all retrofit options
    • insulation [both simple (loft) and deeper (e.g. external wall)], draught-proofing, moisture management, and last but not least, a heat pump.
    • a householder will in most cases need to make choices: don’t let the perfect be the enemy of the good
    • two identical homes may come to different decisions – there is no single ‘right’ answer
    • ignore anyone who says “you need deep retrofit before considering a heat pump” (the essay includes fully referenced debunking of this assertion, but it is widely believed and repeated ad nauseum)
  • Be clear about your priorities (comfort, costs, climate)
    • comfort is important, but it is subjective. MCS (Microgeneration Certification Scheme) has standards for target temperature in homes (21°C in living spaces, 18°C for halls and bedrooms). The term ‘comfort’ does not necessarily justify exceeding this standard.
    • capital costs and running costs both need to be considered – fluid and escalating gas prices are a major issue, whereas electricity can come from many sources (wind, solar, nuclear, tidal, etc.), so is future proofed.
    • if climate is your priority, be aware that timing is key, and the UK and other countries need to decarbonise heating, transport, etc. by 2050
    • in terms of domestic heating, getting off gas is the single best thing you can do, and because heat pumps are so efficient, heat pumps deliver the greatest carbon savings per capital investment by a very large margin of all retrofit measures, without necessarily an increase in running costs!
  • Maybe don’t rip out a NEW kitchen or NEW gas boiler
    • so if you spent £20,000 on a new kitchen 5 years ago, and are now told that the back wall needs insulating, and can’t be done externally for various reasons, maybe this option is not in play.
    • if you have a new gas boiler, check it is operating at optimal efficiency (that it is condensing and is running at lowest possible flow temperature to meet heat demand), thus reducing bills while maintaining comfort; and maybe deferring decision to switch to a heat pump. The Heating Hub offer ideas and support on optimising existing gas boilers, along with many other topics.
  • Decide on budgets/timescales
    • even with grants, household expenditure may be highly constrained
    • consider the disruption as well as costs of different measures, and a realistic plan
    • fabric measures can take several (or many) years to complete (when living with the work).
    • decide on maximum budget and timescale for all measures
  • Do as much fabric as budget allows
    • be aware that deep (fabric) retrofit could exceed cost of heat pump by factor of 3 ot 4
    • prioritise the “must do” ‘bangs for bucks’ measures such as draught proofing and loft insulation that are relatively cheap and with very high payback
    • going deeper is where the householder must make a balanced (dare I say “pragmatic”) decision.
  • Leave some money in budget for an air-source heat pump (ASHP), if you want one
    • ignore myths like “heat pumps can’t heat old buildings” or “they don’t work when its cold” (see here)
    • since an ASHP is much more affordable than alternatives (ground or water), it will be the default heat pump option (for those that are not in flats that may alternatively be connected to a district heating system, which itself can be ‘powered’ using a commercial-scale water-source heat pump).
    • if you are not planning ‘deep retrofit’ there are limited risks from modest ‘oversizing’ of an ASHP if installed before all insulation measures are complete (as a modern ASHP can already handle seasonal variations in demand); but discuss with expert installer.
    • you can get an ASHP early in your retrofit journey, if climate is your priority (and increasingly, running costs also); with no regrets!

Longer read:

If you are confused about what to do about retrofit, you are probably not alone. There is so much mixed and conflicting messaging. Often statements are made in the media that are untrue and go unchallenged.

Some experts say we need to insulate our homes so well they will hardly need any heating! Others say we need to get off gas as fast as possible by installing heat pumps.

Who is right?

Part of the confusion is that commentators can have different objectives in mind when expressing their opinions:

  • To reduce household bills;
  • To improve comfort;
  • To reduce reliance on gas;
  • To lower risks to future bills, from volatile gas markets;
  • To reduce the carbon footprint of heating.

Or some combination of these. But these assumptions are often not made clear, and homeowners can be led down different paths depending on who they talk to.

Now, in the face of the climate emergency, everyone is saying that the last of these is something they care deeply about, but the pathway to getting to net zero in heating is something that is hotly debated.

We don’t have much time to get this right, and as Voltaire once noted, the best should not be the enemy of the good. We need a pragmatic way forward.

Energy Performance Certificates

Householders will often be further confused when they look at the Energy Performance Certificate (EPC) of their home or one they want to buy. EPCs are increasingly seen as unfit for purpose in the effort to decarbonise heating. The Country Land and Business Association (CLA) stated (as quoted in an Historic England report from 2018).:

“The EPC confounds cost-effectiveness, energy efficiency and environmental performance, giving an inadequate estimate of all three. … it must focus solely on one of .. [to] be an effective baseline for policy interventions”

An EPC in its current form has never recommended a heat pump as a primary measure, because of in-built biases against heat pumps. If we really want to encourage ‘whole house’ retrofit that includes a sufficiency of insulation work and displacing gas (or oil or LPG) boilers with heat pumps, we will need instruments that are fit for purpose (see Updates A.)

So what to do?

Householders will naturally ask: How much will it cost? How fast can it be done? Who can I get to advise me? What is the carbon reduction? Who can do the work to a good standard?

Is ‘deep retrofit’ required?

The Committee on Climate Change (CCC) in their 6th Carbon Budget stated (based on very detailed modelling of scenarios, costs and risks):

‘By 2030 37% of public and commercial heat demand is met by low-carbon sources. Of this low-carbon heat demand 65% is met by heat pumps, 32% district heating and 3% biomass. By 2050 all heat demand is met by low-carbon sources of which 52% is heat pumps, 42% is district heat, 5% is hydrogen boilers and around 1% is new direct electric heating.’

for their ‘balanced pathway’, and they did not assume deep levels of retrofit (p.113):

‘Energy efficiency and behavioural measures in our Balanced Pathway deliver a 12% reduction in heat demand to 2050’,

which implies quite modest fabric retrofit. This, on average, requires an estimated budget (see p. 297) of just £10,000 per household. This is far below what is the estimated ‘deep retrofit’ budget of nearly £40,000 [1].

The CCC are clearly working on the basis of pragmatic or sufficient levels of insulation and other fabric measures, not ‘deep’ retrofit.

The Retrofit Academy is devoted to training to improve the quality of assessments and implementation of ‘fabric’ measures (insulation, air quality, etc.), which is to be applauded. It is however concerning that they essentially marginalise heat pumps [2]:

“Deep extensive retrofit and fabric first approach needs to be the main focus of reducing carbon emissions before we will be able to move to low carbon heating technologies 100%”.

There is clearly a problem here, as this is not an isolated opinion.

The ‘retrofit community’ generally have established an article of faith that ‘deep retrofit’ is essential. This is a belief that has very deep roots and predates concerns about the climate emergency. Key organisations in the public and private sector promote this belief.

Their motivation is to create greater comfort in homes and to lower heating bills, and who can argue with this?

The problem is that it isn’t a realistic strategy for reaching net zero in the fastest time possible [3].

The benefits in financial terms for householders do not favour a deep retrofit approach [4], but suggests that buyers do value heat pumps [5].

The Retrofit Academy justify their position on heat pumps based on the belief that that the grid cannot cope.

This is the same kind of argument that is often used for why we can’t adopt Electric Vehicles (EVs): because there aren’t enough charging points. On that basis we’d never have replaced horse-drawn carriages with petrol cars, or indeed any technology that displaces an old technology. In all such cases, the infrastructure is developed in parallel with the adoption of the technology in use. You don’t wait till you have a fully developed charging network and beefed-up electricity grid (particularly at its periphery) before you start selling EVs.

The electrification of much of our energy use is an inevitable strategic transformation of the energy system for many reasons, not least of which is the end-use efficiency improvements that technologies like EVs and heat pumps deliver. The other strategic game changer is that the end-use of energy does not care where the electricity comes from: a wind farm in the North Sea; the solar PV on a householder’s roof; a community solar scheme; a nuclear power station; or even, fusion energy (if it ever becomes a commercial reality). Electrification completely future proofs our energy system (even those parts of the economy like Aviation that need ‘chemistry’ to decarbonise, can get synthetic fuels from renewable electricity).

As for the grid, the issue has been overstated. There will be some strengthening of the grid required but a whole host of measures mitigate peaks in demand, including energy storage (at multiple scales), demand shifting, smart metering, etc. These will ensure that the grid can readily cope with future demand. No one is expecting that we have a 100% switch to heat pumps overnight, any more than petrol cars replaced horse-drawn carriages overnight. It is a multi-track transformation of energy generation, distribution and use. Local generation can have a remearkable impact on the scaling up of renewables as discussed here.

A Net Zero Toolkit for Retrofit

Retrofit assessors need to take an holistic and pragmatic view of the problem of decarbonising heating.

The ‘Net Zero Toolkit’ [1] is an encouraging document because it takes an approach which is very much along these lines. This document reiterates what PAS2035 is trying to achieve:

PAS 2035 follows two core principles:

  • A ‘fabric first’ approach to reduce the heat demand of a building as much as possible and to ensure newly airtight homes are well ventilated and avoid issues with damp and humidity.
  • A ‘whole house approach to retrofit’ to ensure retrofit plans for homes consider improvements to the fabric, services and renewable energy generation in a coherent way to minimise both risks and carbon emissions.

In other words, we need to consider fabric measures and getting off gas (or other fossil fuels) in parallel.

It also takes a ‘risk’ based approach, recommending that assessors consider the possible hurdles not only the benefits of different courses of action.

For a 90m² home (the average floor area for UK houses) the ‘Net Zero Toolkit’ provides costing for a both ‘shallow’ and ‘deep’ retrofit. Including all the potential measures it comes to a total cost of £14,770 for ‘shallow’ and £54,220 for ‘deep’ retrofit. But a heat pump is only included in the ‘deep’ retrofit case, so this is still pursuing the view that deep fabric measures are required before including a heat pump.

Leaving heat pumps till later, after the retrofit budget has potentially been blown on fabric measures, is not the answer. So while the ‘Net Zero Toolkit’ is a great improvement on the apparent Retrofit Academy position, it could go further.

In terms of actual measures recommended, I feel it still falls short of recognising that heat pumps need to be included much earlier in the conversation.

If we include only those measures related to ‘fabric’ (i.e. exclude heating systems and solar energy) the costs are reduced to £10,970 and £38,720, respectively.

How many 90m² floor area home owners have £38,000 to spend, and still have money and appetite left over to do the heat pump project?

‘Fabric first’ can easily become ‘Fabric only’ on this path.

We still have a lack of recognition of the urgency of getting off gas.

What does the Government say?

The Department of Business, Energy and Industrial Strategy (BEIS) in a recent study have findings that completely contradict the position of the Retrofit Academy. BEIS conclude:

‘This project shows that Great Britain’s homes can convert to electric heating at a cost far lower than the accepted wisdom. This can be achieved with no threat to comfort, and greenhouse gas emissions will fall very dramatically as a result.’

In answer to the question on what should be ‘the balance of heating technologies to insulation measures’ they conclude:

‘The work focused on total costs of ownership over 15 years. For most house types and most electric heating systems, the cost-optimal packages of measures have very limited fabric improvements – most commonly just draught-sealing and top-up loft insulation. High-cost improvements, like internal or external wall insulation, hardly ever repay the capital costs over 15 years.’

This is in part why the Government and Climate Change Committee are following a pragmatic approach and see a combination of heat pumps and district heating as cornerstones of heating decarbonisation.

Cost-effectiveness of fabric/ renovation measures to deal with peak heat demand

This essay is focused on decision making at the householder level, not at national system level, but since some concerns has been raised regarding peak (electricity) demand for space heating in winter, I have added this section to look at the cost dimension. There is research published since I first wrote this essay, that analyses the relative cost effectiveness of fabric measures in dealing with peak heat demand at a national level [8]. The paper says:

“Geographically, the amount of saved space heat differs strongly between countries (see figure 8). The strength of building renovation depends on the interplay between the costs of refurbishment and those for energy supply during the heating season.  … Countries with a large share of wind generation, such as Great Britain, Denmark or Portugal, have cheaper electricity in winter and therefore a lower [requirement for] renovation as a result.”

In the UK, and assuming the distribution is allowed to strengthen (why wouldn’t it be, but conservatively with transmission grid is as it is today), then only a 10% reduction in heat demand using renovation/ fabric measures is cost effective. This is a suprising result, but arisies from the UK’s very significant wind assets and future potential, which correlates well with peak heat demand. It is similar to the number projected by the UK’s Climate Change Committee of 12% cited earlier.

I intend to write a separate essay ‘Peak Anxiety’, exploring the national system issue of peak electricity demand. Now I’ll return to the householder perspective.

Why heat pumps must be considered at the start of a retrofit conversation

If we focus on avoiding dangerous global warming, the single biggest thing a householder can do to reduce their carbon foot print is to install a heat pump.

Yes, it must be a fair transition and poorer families need help with grants or other measures to switch away from fossil fuels, but the direction of travel is clear.

I previously illustrated this (see here ), using data from the Energy Saving Trust, plotting the capital cost of different measures versus the carbon saving of those measures per year. I am including this graphic below.

Air-Source Heat Pumps (ASHPs) are now so efficient they compete very favourable with Ground-Source Heat Pumps (GSHPs), and at half the project cost, so we focus on ASHPs, which are likely to dominate the market [6].

An ASHP is the single best way for a householder to reduce their carbon footprint, by a long way.

A retrofit assessor may say,

‘Yes, but we have to consider comfort too. That bay window is poorly insulated so, whether it is a gas boiler or heat pump heating the home, sitting by the window will feel cool and only fabric measures can fix that’.

This is true and a householder needs to express their requirements clearly, and be presented with the options and costs. They can then judge which measures they ‘value’, in terms of the different criteria – comfort, capital costs, running costs and carbon reduction.

Different people with exactly the same situation may arrive at different conclusions.

But if they say that carbon saving is their number one priority, and secondly, they’d like to keep running costs similar, then a heat pump and modest fabric measures is an option that will score extremely well (or should do, if the assessment tools are fit for purpose).

There is another reason why we shouldn’t put all our eggs in the basket of insulation and other fabric measures. Recent research suggests that following such measures, there is a rebound effect and householders make behavioural changes (such as less clothing and higher thermostat settings) that can cancel out the carbon savings (see Update D).

Maybe, instead of the mantra ‘Fabric first’, we need ‘Efficiency first’, because it is that which delivers lower carbon emissions.

How do we deal with hard to treat homes?

The conversation often centres on old leaky homes, of which the UK famously has many. The Buildings Research Eastablishment (BRE) estimated a while ago that the UK had over 10 million ‘hard to treat’ homes (and there are nearly 30 million homes with gas boilers in the UK). About half of these buildings (about 5 million) were built before 1900.

These 10 million are often but not exclusively larger homes with high gas heating bills. So addressing the needs of this 1/3rd of the retrofit challenge would make a disproportionately large contribution to decarbonising heating in the UK.

But whether it is Roger Harrabin reporting on the BBC, or many others who count themselves as ‘green’, we hear it stated repeatedly (without reference to evidence) that householders must have high levels of retrofit before even considering a heat pump.

Some will even repeat the myth that you cannot heat old ‘leaky’ buildings with a heat pump. This is one of the myths that is addressed here.

Heat pump scepticism is wrong for several reasons:

  • you can heat any building with a heat pump that can be heated with a gas boiler (you just need to size the heat pump and the emitters/ radiators correctly);
  • with the efficiency of modern heat pumps and quite modest insulation, a heat pump can match or even reduce the running costs of the boiler it is replacing, as shown here and here;
  • because the electricity grid is getting greener and greener every year, once a heat pump is installed the heating gets greener and greener with every year that follows (as illustrated in the graphic earlier).

But the questions remain: how do we deal with hard to treat homes? How much insulation do we do before we get rid of the old gas boiler?

The heat demand of a building is an important measure of its efficiency, but how do you compare the thermal efficiency of a large 6-bedroom detached house with a 3-bedroom semi? The fair way to do it is to divide the heat demand by the floor area of the house, which gives a measure – the heat demand per unit area – that is a universal measure of the ‘efficiency’ of the building’s fabric.

In the UK, the average home has an annual heat demand, using this measure, of about 130 kilowatthours (thermal energy) per square metre per annum (or 130 kWh/m².a for short). A new build, highly efficient ‘PassivHaus’ requires only 15 kWh/m².a. The Association of Environmentally Conscious Builders (AECB) have a target of 50 kWh/m².a when carrying out a (fabric) retrofit project, but they will relax this (e.g. for a Listed Building) to 100 kWh/m².a in some case, because some measures (like wall insulation) may prove impractical or impossible to include.

The implementation of retrofit on old buildings needs to be done with considerable experience and care, as a report by the Sustainable Traditional Buildings Alliance (STBA), in part sponsored by Historic England, explored.

Let’s start with a 90-100m² home with solid walls that is poorly insulated and ‘hard to treat’, and requires nearly 200 kWh/m².a to heat it currently with its gas boiler.

The following sequence considers a sequence of options (A-E) for when to install an Air-Source Heat Pump (ASHP), alongside increasing levels of ‘fabric’ retrofit measures. As we move from left to right on the bottom axis, fabric measures are added that reduce the heat demand of the building. That in turn will reduce the cost of the heat pump project.

Because we still need hot water and some heating, the drop in the cost of the heat pump project is less dramatic than the rise in the cost of the fabric measures, and there will be a cross-over point where the cumulative cost of the fabric measures is equal to the cost of installing a heat pump (at that level of building efficiency). Let’s run through the options.

A. Doing nothing on fabric or gas means bills will escalate

This is the start – the ‘do nothing’ option.

There is a serious risk that such a home will have lower resale value in the future, and will of course not contribute to lowering the carbon footprint of the home.

By starting to think about retrofit (including getting off gas), home owners might find themselves doing things they have put off for years, like clearing the loft (ready for insulation), and fixing that leaky front door.

B. Getting off gas early prioritises planet, without bills needing to rise

In this case, the householder installs an ASHP early in their retrofit journey, alongside limited fabric measures, such as loft insulation to modern standard, and seals / brushes for doors and sash windows to deal with drafts.

It may be a surprise to people that getting off gas early prioritises planet, without bills needing to rise. The reasons for this are:

  • A 25 year old, 70% efficient gas boiler wastes energy, so the net cost of a unit of ‘heat energy’ delivered is greater than 3p (the nominal unit price for a kWh of gas in July 2021), so 3p/0.7 = 4.3p per kWh of heat delivered/ required.
  • The nominal cost of electricity to run the heat pump (at July 2021 rates) is 15p per kWh. Taking a performance of 300% for a modern properly installed heat pump over the seasons, the householder would be paying 15p/3.0 = 5p per kWh of heat delivered.
  • Assuming that the limited measures taken mean that heat demand reduces by 20% less then we would paying effectively 4p instead, which is lower more than old unit cost (4.3p)
  • As levies on electricity move over to gas in coming years (as the Government has indicated), the running costs of the ASHP will lower further (and will rise for the gas).
  • As the electricity grid gets greener and greener, so does the heat pump, without the householder having to do anything, so the carbon reductions delivered improve year on year.
  • It is crucial that the house has a proper heat loss assessment done, and the heat pump is sized correctly, and that radiators are also assessed and upgraded where necessary on a room by room basis.

This refutes the belief that early adoption of a heat pump is a no-go area for hard to treat homes.

C. Further pragmatic fabric measures lower heat demand and bills

In this case a householder installs an ASHP, and in addition to limited fabric measures – loft insulation to modern standard, and seals / brushes for doors and sash windows to deal with drafts – installs:

  • pragmatic window measures (replacing some windows with double or triple glazing but prioritising lower cost secondary glazing, particularly in conservation area), and;
  • for one or two rooms, additional measures for cold walls or floors where possible, for comfort reasons if nothing else, and;
  • might add localised mechanical ventilation and heat recovery (MVHR) for a specific room or two (kitchen and shower) to deal with condensation issues.

Alongside reducing bills, these fabric measures can deliver improved comfort (such as in key problem areas like bay windows).

D. More fabric measures reduce bills, but can delay getting off gas

The householder installs an ASHP late after extensive and often disruptive retrofit measures to many rooms, including double or triple glazed new windows throughout and insulation for some floors and walls, and extensive MVHR (Mechanical Ventilation and Heat Recovery) recommended to deal with moisture that would otherwise be trapped.

Older buildings are used to ‘breathing’ and that prevents the build up of moisture. As we greatly reduce leaks in these buildings, and add insulation, there are significant risks of harm to the traditional underlying fabric of the building due to moisture. Historic England has documented many cases where harm has been done in old buildings, and they recommend the use of breathable insulation materials to minimise such risks. Moisture can give rise to health issues if mould results.

That is why PAS2035/ PAS2030 aims to deliver improved skills in doing more extensive fabric retrofit. I am concerned that the skills required to effectively assess and implement these more extensive measures, and the costs, will deplete a house owners ‘retrofit budget’ to the extent that there is no money left to switch off gas and install a heat pump.

This is also problematic because a householder will rarely implement fabric measures in a single short-term project. In practice it can take many years to implement a wide range of measures; especially where householders are living with the work.

Often, debates on retrofit fail to take account of these real-world issues of limited budgets, extended timelines, and risks of poor delivery of deeper retrofit. Conversely, the challenges of fitting heat pumps are overstated by comparison. We need a much better balance in these debates.

E. Further fabric measures very difficult to justify

A householder installs an ASHP very late after an extensive and disruptive building project:

  • Removing problematic fabric and replacing with energy efficient materials for walls (internal or external), floors and windows;
  • Possibly going below ground floor level at walls to eliminate thermal bridging issues with floor insulation, and;
  • Full external cladding of building, or internal wall insulation;
  • Installs MVHR throughout the house.

These measures would greatly increase comfort and minimise bills. Heating requirements theoretically become minimal (although hot water would still be required, and specialised heat pumps dedicated to hot water are available).

However, in practice, such levels of fabric retrofit are not achievable for hard-to-treat homes at reasonable levels of cost and disruption. And for Britain’s housing stock, this is not achievable on a timescale commensurate with the climate emergency. This point seems to be lost on advocates for deep retrofit.

People talk about the lack of heat pump engineers, but I would argue that training these up is a relatively simple task when compared with the breadth of knowledge required to deal with a large range of historic and current building materials and how to use them in a way that avoids creating problems.

Pragmatic ‘save the planet’ Retrofit

So these are the householder options:

A) Doing nothing on fabric or gas means bills will escalate;

B) Getting off gas early prioritises planet, without bills needing to rise;

C) Further pragmatic fabric measures lower heat demand and bills;

D) More fabric measures reduce bills, but can delay getting off gas;

E) Further fabric measures very difficult to justify.

And for me, concerned about the urgency to limit dangerous global warming, options B or C are the pragmatic way forward in many cases.

‘Insulate Britain! Yes, but by how much?‘ House owners are asking.

‘By enough’ is the answer, and far less than is the received wisdom of those calling for ‘deep retrofit’.

It certainly needs to be at a level that leaves enough in the budget to get off burning fossil fuels. For many or most householders, that means installing an Air-Source Heat Pump [7].

Anything less is not treating the climate emergency with the urgency it requires.

Postscript

A slew of reports recently (see Updates D-F) have backed up the idea that we need a more nuanced approach to ‘fabric first’ and should seriously consider heat pumps as an early intervention for home owners.

Nesta in their report (see Updates E) state their recommended approach to insulation:
“… we propose a pragmatic approach to insulating homes in the UK alongside a heat pump rollout. In our view, the UK should insulate many more homes, but it is not cost effective to insulate every home to a high standard. Our proposed approach is that:
● we should aim to improve roughly 13 million homes to reach the equivalent of EPC C standard or equivalent by 2030, with an estimated investment requirement of around £60 billion
● properties with easy-to-treat cavity wall and loft insulation should be targeted as a priority over hard-to-treat properties
● greater emphasis should be placed on insulating properties in fuel poverty, and governments in the UK should aim to insulate fuel poor households and social housing to a high standard wherever possible
● there is a strong case for higher standards in private rental properties, and governments in the UK should regulate for minimum standards of insulation
● this insulation rollout should happen alongside a low-carbon heating rollout, and households should not be discouraged from buying a heat pump if their home is poorly insulated.”

In relation to the goal of decarbonising heat, perhaps the strongest statement on this comes from the Green Alliance report (see Updates F):

“To achieve net zero, the UK’s housing stock must be decarbonised through improvements to energy efficiency and changes to heating systems. Simultaneously, heating costs need to come down, especially for the least affluent.
This analysis challenges the ‘fabric first’ approach, showing that heat pumps are up to 44 per cent cheaper than an insulation-only deep retrofit approach, with a cost per tonne of carbon saved that ranges from 6 to 13 times cheaper. The upfront and running costs of heat pumps are predicted to fall over time, as cheap renewables decarbonise electricity. In the short term, we suggest measures to bring down energy bill costs, such as enabling users to avoid peak times for electricity prices.
The government should adopt a heat pump led approach, retain support for the mass uptake of cheap loft and cavity wall insulation, and only pursue deep retrofit for appropriate fuel poor households.”

And even the PassivHaus Trust that has traditionally pushed for deep retrofit, is now presenting a more nuanced case (see Update G), no longer claiming that heat pumps cannot work in less well insulated buildings, but focusing on the areas where fabric issues are most clearly the focus, such as “the effects of poor building fabric and ventilation on health and comfort”.

But still the meme that heat pumps require insulation to replace gas boilers, or that they will raise bills, or that they blow up the electricity grid, are still alive and well as a conversation which I was involved in reveals (see Updates H). Some myths are so well embedded thay can be hard to shift, but it is clear that mainstream opinion amongst expert bodies has undergone a major shift in the recent past, and that is to be welcomed.

(c) Richard W. Erskine, 2021 (updates added below, 14th January 2022)

Notes

[1] ‘Net Zero Carbon Toolkit’ by Levitt Bernstein, Elementa, Passivhaus Trust and Etude, www.cotswold.gov.uk/media/05couqdd/net-zero-carbon-toolkit.pdf

This toolkit was commissioned by West Oxfordshire, Cotswold and Forest of Dean District Councils, funded by the LGA Housing Advisers Programme. It is licensed under Creative Commons Licence 4.0 International (CC BY-NC-SA 4.0). Licence Deed: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode

[2] Guide to Heat Pumps, https://www.retrofitacademy.org/coe/wp-content/uploads/2021/04/Guide-to-Heat-Pumps.pdf

[3] Consider a householder who spent £25,000 on a new kitchen 7 years ago and is advised that they need to insulate the back wall of the kitchen and the floor. This would require the kitchen to be removed and expensive and disruptive work must be done to accomplish the work, even assuming the kitchen can be refitted. In practice, many of those who do attempt ‘deep’ retrofit do so only over an extended period rather than as a ‘big bang’ project.

[4] Lucien Cook of Savills was on BBC Radio 4’s ‘Your and Yours’ (8-11-21), quoting from research done by Savills, said that to get from EPC D to C, a householder would need to spend £6,500 but would only reduce energy bills by £180 per year (which would take 36 years to break even).

[5] Lawrence Bowles of Savills, commenting on research on valuations of homes:

‘By analysing average values of homes transacted between 2018 and 2020 we found that homes with newer, cleaner, methods of energy demand a much higher price tag. Across England and Wales, buyers purchasing a home with a heat pump fitted are paying on average 68 per cent more for the offer of cleaner energy.’

[6] As the Renewable Heat Incentive (RHI) ceases at the end of March 2022, with a much higher grant for GSHPs than ASHPs, to be replaced (it has been signalled) by an upfront grant with an expected marginal uplift for GSHPs, the likelihood is that the great majority of heat pump installations will be air source (even for the minority of home homeowners that have the land area for laying the slinkies required; and bore holes are even more costly and risky for a single householder to attempt).

[7] For those who live in flats or dense dwellings in towns and cities an ASHP may be problematic because of lack of space for a cylinder, for example (although small systems are being developed). For such case, and for office buildings, low carbon District Heating will often be the preferred alternative, as the Climate Change Committee recognises. But remember that District Heating refers to a heat distribution network, which still needs a heat source. The heat source may itself be a large scale heat pump, such as the water-source heat pump planned for Stroud District Council. Since towns and cities are typically close to rivers or the sea – carrying huge quantities of thermal energy – this is likely to be a popular approach that is already being implemented, to decarbonise heating in many urban settings.

[8] “Mitigating heat demand peaks in buildings in a highly renewable European energy system”, Elisabeth Zeyen, Veit Hagenmeyer, Tom Brown, https://doi.org/10.48550/arXiv.2012.01831

Supplementary material https://www.sciencedirect.com/science/article/pii/S036054422101032X#appsec1

Thanks also to Lisa Zeyen for private communications regarding these results, although I naturally suggest readers access the original work to get a full and complete understanding of the results. I hope I have not misrepresented them!

Updates

A. Published 8th November 2021: A Progress report on improving Energy Performance Certificates (EPCs) in the UK. This is positive news. The devil will be in the detail, of course, but encouraging.

B. The latest Government (BEIS) research concludes:
“Decarbonised electricity offers the promise of very low or even zero-carbon heating for homes – without necessarily carrying out extensive deep retrofit work. This project shows that Great Britain’s homes can convert to electric heating at a cost far lower than the accepted wisdom. This can be achieved with no threat to comfort, and greenhouse gas emissions will fall very dramatically as a result.”

and tellingly also concludes:

“The work focused on total costs of ownership over 15 years. For most house types and most electric heating systems, the cost-optimal packages of measures have very limited fabric improvements – most commonly just draught-sealing and top-up loft insulation. High-cost improvements, like internal or external wall insulation, hardly ever repay the capital costs over 15 years.”

Although some might argue with the 15 year time horizon, this is hardly a slam dunk for deep retrofit; quite the opposite.

https://www.gov.uk/government/publications/cost-optimal-domestic-electrification-code

C. ‘On the interesting question of continuous versus intermittment heating when using a heat pump’, Nicola Terry (in “Will heating your house constantly use more energy?”, 12th January 2022) clearly comes down in favour of continuous heating (the main reason being the relative inefficiency when a heat pump has to heat a house from cold/ colder state).

D. ‘Insulation only provides short-term reduction in household gas consumption’, Cristina Penasco and Laura Diaz Anadon, 1st January 2023, https://www.cam.ac.uk/research/news/insulation-only-provides-short-term-reduction-in-household-gas-consumption-study-of-uk-housing

E. ‘Insulation impact: how much do UK houses really need?, NESTA, 8th January 2024, https://www.nesta.org.uk/report/insulation-impact-how-much-do-uk-houses-really-need

F. ‘Decarbonising Heat while addressing fuel povery’, Green Alliance, 31st January 2024, https://green-alliance.org.uk/briefing/decarbonising-heat-while-addressing-fuel-poverty/

G. ‘The right time for heat pumps: Decarbonising home heating in a staged retrofit’, PassivHaus Trust, April 2024, https://www.passivhaustrust.org.uk/guidance_detail.php?gId=70

H. ‘Heat Pump & Fabric First Debate Featuring the Insulation Manufacturers Association’, BetaTalk – The Renewable Energy and Low Carbon Heating Podcast, 10th May 2024, https://betatalk.buzzsprout.com/509671/15045486-heat-pump-fabric-first-debate-featuring-the-insulation-manufacturers-association

. . . o o O o o . . .

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The Fallacy of Perfection

I was prompted to write this essay after listening to Justin Webb interviewing Ernest Scheyder (author of The War Below: lithium, Copper, and The Global Battle To Power Our Lives) on BBC Radio 4 Today on 3rd April 2024. I was impressed by the author’s arguments, stressing the need to make informed choices in the way we mine for minerals. I was however rather depressed by Justin Webb repeating talking points that are used by those trying to halt or delay the transition to clean energy. One thing Webb said rather illustrates my point:

“Is it also the case of us of us thinking whether we can find some other way of powering ourselves  in the future that doesn’t involve doing this, because I wonder if that’s what some people at least listening to this are thinking, just going from taking one out of the ground – oil – into taking another thing or another set of things just isn’t the answer, isn’t the long-term answer for the planet.”

The false equivalence between the extraction of fossil fuels and the extraction of minerals used in renewable technologies is so great (by a factor of between 100 and 1000), philosophers might call it a ‘category error’. I’ll get into the details below, but first I want to address the general issue of harms.

A reduction of harms

Imagine it is the 19th Century and it is proposed that workmen use poles with brushes to sweep chimneys in order to replace children going up chimneys. This is motivated by a need for a reduction in harms to children.

What would you think if someone said that chimney sweeps will harm birds nesting in chimneys and so we shouldn’t rush to replace children? A ridiculous argument, you may think, because it highlights the lesser harm without mentioning the greater harm that is being eliminated. 

But that is effectively how many argue against renewable technologies aimed at displacing fossil fuels. 

I call it the ‘Fallacy of Perfection’: the idea that any new solution should be developed to a point where it has no discernible short-comings before it can be scaled up to replace the old ways of doing things.

We see this most particularly with Electric Vehicles (EVs). There are numerous myths that are targeted at EVs (Carbon Brief have a Factcheck: 21 misleading myths about electric vehicles and a more succinct list here 10 EV Myths).

Perhaps the most popular and persistent of the myths relate to the mining of minerals needed for EVs and other renewable technologies. Like a meme that now floods social media, we hear that EVs are not green because of this or that, and the implication being we must find an alternative, or do nothing (which would please the fossil fuel companies – the planet, not so much). The naysayers are delaying getting to net zero which is time critical; it’s almost as if they do not take seriously the increasing impacts of man-made global warming!

The Carbon Brief Factsheet included the following graph: 

The harms done by fossil fuel extraction and use is the main cause of the climate and ecological crisis we face. 

EVs by contrast are like the birds nests being disrupted by a chimney sweep. There are issues to be resolved – and can be relatively easily – but using these issues as a reason to slow the displacement of fossil fuel use is a dangerous argument, that gives succour to those in climate denial.

The impacts from global warming gets worse in proportion to the cumulative emissions of greenhouse gases, most crucially carbon emissions from burning fossil fuels. Delaying getting to the point where we stop burning fossil fuels will only increase the harms that global warming is already causing. These will get worse with each year we keep emitting on the scale we are at present.

In this world, nothing comes with zero impact, and yes, mining for minerals needed for renewables comes with impacts, but we can choose to mitigate those impacts. But let’s get one thing clear, there is no shortage of the minerals we need to get to net zero. We do need to make choices on where we mine, and also the controls we put in place to minimise impacts, both ecological and social, as Ernest Scheyder makes clear. But we do not have the option not to mine at all, if we are serious about mitigating global warming!

But claiming EVs are uniquely problematic ignores the reality of the immediate impacts – such as from the huge spills of oil (Deepwater Horizon disaster for example) or the water pollution from tar sands, and much more – let alone the longer term ones.

People will need to travel in 2050, and whether it be on bikes, trains, trams, buses or cars, they are going to be mostly EVs (not Hydrogen Cell vehicles). So we need to use our ingenuity to electrify transport, and do it in the fairest way possible.

So let’s not use the fallacy of perfection as a reason for not rapidly decarbonising transport, that the World Bank has called the ‘low hanging fruit’ of decarbonisation.

Immediate impacts of fossil fuel mining

Fossil fuel extraction has immediate impacts that far outweigh the impacts from mineral extraction, in part because of their scale, as with the devastation caused by the Deepwater Horizon, or the pollution of the Niger delta, or the water issues cause by the Canadian Tar Sands mining, impacting people’s habitats and livelihoods, and the ecology. 

Long-term impacts of mining fossil fuels

Fossil fuels are extracted and burned once, but the carbon dioxide they release continues to cause warming of the planet for centuries. To power a fossil fuel economy you MUST keep extracting, and do so until you have exhausted all of that ancient carbon. You cannot reuse the coal, oil or gas once it is burned.

Long-term benefits of minerals for renewables

By contrast, minerals for renewable technologies are just the opposite. They are mined one, but are continuously used, enabling three things: 

Firstly, they enable us to use the energy of the sun to generate electricity to travel, heat our homes and much more. 

Secondly, these technologies ensure we  avoid the emissions we would otherwise make, and do this not once, but for the lifetime EV, heat pump or other end-use. 

Thirdly, we can then recycle the minerals. So, we have to keep extracting minerals till we have displaced all of the fossil fuel end-use, but once we have (and when recycling is more cost-effective or regulated to be so) we won’t need further mining. We get to a circular economy, because we’ll have enough in the system to reach a steady state of circularity.

We won’t run out of minerals

There is no shortage of the minerals we need to reach a global 2050 ‘net zero’ target. A detailed full life-cycle analysis of demand for minerals shows we can decarbonise our energy production and end-use without optimistic assumptions or modal changes in, for example, transport.

Yes, we have become too dependent on China, but the Earth’s crust provides more than enough.

We can clean up the supply chains

Yes there are some sources that have a poor environmental and ethical record. The solution is not to abandon a push to electrify transport. The solution is to clean up the supply chains. This can be done in a few ways.  Governments can legislate to require better management and monitoring of supply chains; consumers can choose EVs where the manufacturer is showing commitment to cleaning up the supply chain; and manufacturers themselves may simply make the moves necessary themselves. Tesla has done this (see their Impact Report), where they show they are committed to ensuring child and forced labour are not involved in materials they import.

Final thoughts

One has to wonder what are the underlying motivations, beliefs or biases that allow people to so easily pick up and repeat the myths and poor arguments that surround minerals and renewable technologies such as EVs.

Obviously, for the professional climate change deniers, they do it (whether they believe it or not) because they get well paid to write their odious pieces for The Teleggraph, Daily Mail and Wall Street Journal.

What is more puzzling is how often these memes are popular with those who would describe themselves as ‘green’. This is a conundrum that really needs a separate essay, but I think that at its root is a belief that ‘natural solutions’ and changes in society can deliver a greener future free from fossil fuels, with only minimal need to rely on that horrible technological stuff. 

This is a fantasy, even while natural solutions do have an important role to play, particularly in restoring nature.

Sometimes this belief is defended using some dodgy discredited ‘science’ about the potential impact of regenerative farming in terms of improved soil carbon sequestration (something I have touched on before in Fantasy Maths and the National Farmers Union). 

However in most cases I think it is a lack of appreciation of the urgency to stop burning fossil fuels, and the need to electrify much if not most of our energy end use as soon as possible, powered by renewable electricity generation.

All of us who strive to be green really do have to learn to love the technology, even while we insist on it being deployed in ways that do not perpetuate current injustices, and metaphorically and literally redistribute power.

(c) Richard W. Erskine, 2024

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How much energy could a community generate itself?

In a talk I addressed the topic ‘Greening Our Energy: How Soon?’, using recent research [1] to show that the UK could be self-sufficient in energy using wind and solar alone, along with significant levels of long-term energy storage to ensure energy security. The talk also discussed  how electrification of much of our energy use reduces the overall energy demand, something that Mackay and others have talked about for years.

A question raised by an audience member was ‘How much energy could a community generate itself?’. This essay aims to answer this question, using my home town of Nailsworth as an example. As I said in the talk, the focus is on wind and solar.

When considering the total carbon emissions we are responsible for (so-called ‘consumption emissions’) studies [2] include literally everything. Including imported goods and produce. However, in terms of future UK generation, it is better to consider just the energy produced and consumed in the UK (the so-called ‘terrestrial emissions’).

We can narrow the scope further by considering those forms of energy consumption that are truly local and therefore best considered as being potentially met in whole or in part by community energy.

The two big ones are: 

  • electrified private cars and public transport (we’ll call these simply ‘transport’).
  • heat pumps used to heat our homes and offices.

In terms of carbon emissions, these two represent 60% of Nailsworth’s terrestrial emissions, and 40% of our consumption emissions, so highly significant, however they are viewed [2].

Credit: IMPACT: Community Carbon Footprint tool, Centre for Sustainable Energy (CSE)

According to Mackay [3], these would require energy consumption of 18 kWh and 12 kWh, respectively, per person per day in this electrified future world. The total including all energy needed would be 68 kWh/p.d and this is the figure used in the Oxford study referred to in my talk. So these two uses of energy would account for 44% of the total consumption of energy used.

The total of 30 kWh per person per day for transport and heating implies an average delivered power supply from community energy of 30/24 = 1.25 kW per person in Winter. In Summer we still need hot water but the great majority of heating is for space heating so we’d need about 12/24 = 0.5 kW per person in Summer for transport.

Nailsworth has a population of around 5,500, so let’s assume a future population of 6,000, which would imply a power supply required (for transport and heating) of 1.25 kW x 6,000 = 7,500 kW = 7.5MW in Winter, and 0.5 kW x 6,000 = 3,000 kW = 3MW in Summer.

Now the capacity factors for wind and solar in England [4]  are on average, respectively, about 40% and 3% in winter and 20% and 20% in summer.

The winter solar generation depends a great deal on the orientation of the panels – much more so than in summer. I have taken a relatively pessimistic figure, assuming on average East/West orientation, which still provides some energy in Winter but I have based estimates assuming wind alone meets the required demand in winter.

So let’s start with winter where we will discount solar [5]. Applying the capacity factor of 40% (in this case, dividing by 0.4) the 7.5 MW delivered energy would require 7.5MW/0.4 = 18.75MW of wind energy capacity to meet it. Let’s round that up to 20MW. 

For onshore wind turbines, we cannot use the largest ones available and are potentially restricted to say 5MW turbines. Only 4 of these would meet the power requirement of 20MW. Currently we have one 500kW wind turbine high above Nailsworth owned by Ecotricity.  Having established this precedent, and given changing public attitudes, and both Stroud District Council and Nailsworth Town Council having declared a climate emergency, one would hope this could be implemented, especially if it is a community energy scheme. 

Now, should we increase the capacity to deal with peaks in demand or lulls in wind? No, in my view. Community energy will be connected to the grid. When Nympsfield above Nailsworth is having a lull, other community sites around the country, and indeed large resources such as North Sea wind farms, will be able to take up the strain. 

A national energy storage strategy would deal with more extreme lulls that cover most of the country, as discussed in the talk.

Moving now to Summer, the four wind turbines proposed would deliver (now multiplying the wind capacity by the summer capacity factor), 20MWx0.2 = 4MW, so we’d need solar to deliver the remaining requirement of 7.5-4 = 3.5MW. Using the capacity factor for solar in Summer (at 20%, twice as good as the average for the year, 10%), that gives us a required solar PV capacity of 3.5MW/0.2 = 17.5MW. 

The average domestic solar PV installation in the UK has been 3.5kW, but with improved panels let’s round this to 4 kW. Assuming that the average home has 3 occupant, we anticipate 2,000 dwellings. They could provide a capacity of 2,000 x 4kW = 8MW, or about 45% of the solar capacity required. Yes, I know many live in flats, but the goal here is to look at broad brush feasibility. 

Ground mounted solar would then need to deliver 9.5MW. It’s been estimated that “Approximately 25 acres of land is required for every 5 megawatts (MW) of installation while 6 to 8 acres will be needed for a 1MW farm” [6]. So lets assume 1MW parcels at average of 7 acres each. We’d need 9.5 x 7 acres or about 70 acres. 

To give a sense of scale, Minchinhamption Common is 182 hectares or 450 acres, so we’d require the equivalent of 15% of it’s land area. This is not a proposal to use this common I should stress, just to give a sense of scale and feasibility. Nevertheless, shade (for our grazers and humans alike) will come at a premium by 2050 [7] so who knows?

This feels like a doable number.

To the extent to which domestic solar cannot be fully deployed, then ground mounted solar could be increased, or solar on commercial or civic buildings could take up the strain. I haven’t included these but they could make a substantial contribution (actually, are already making a contribution), albeit not necessarily being able to be classed as ‘community energy’.

The question naturally arises as to whether Nailsworth could use small hydro power using its streams, or as a mini Dinorwig, for energy storage, harking back to the Mill Ponds used during the 19th and 20th Century, when they provided some energy resilience to the wool mills of the town. It could of course play and role, and even if at a scale which is less significant numerically [8], could help in enabling local energy resilience [9]. There is strength in diversity, as nature teaches us.

Research on renewables offers up some pleasant surprises in how different forms of it can complement and support each other [10]. All of this is detail to explore of course.

My main goal in this essay was to establish if Community-based renewables – and specifically wind and solar – could compete in relevance with the large national assets such as North Sea wind, and thus provide a strong case for Community Energy schemes.

The answer is a definite yes.

Community Energy could provide a significant percentage (over 40%) of the terrestrial energy demand of a town like Nailsworth, throught the year. This would shift the control of energy, to a significant extent, away from large commercial assets, and could have untold benefits for local communities [11]. Nationally, such diversified and highly dispersed resources would enhance energy security for the whole country.

Richard Erskine, 6th March 2024

NOTES

[1] ‘Greening Our Energy: How Soon?’, Richard Erskine, Nailsworth Climate Action Network, https://www.nailsworthcan.org/blog/greening-our-energy-how-soon 

[2] IMPACT: Community Carbon Calculator, Centre for Sustainable Energy and the University of Exeter, https://impact-tool.org.uk/ 

[3] Mackay (2008), Sustainable Energy without the hot air, http://www.withouthotair.com/ 

3.1) Note that 68 kWh/p.d for a 70m population, say, in 2050 would amount to a UK energy demand per year of 68 kWh/p.d x 60m p x 365 d/y = 1,489 TWh/y – the total energy requirement that the Oxford Study shows can be achieved with wind and solar (actually, they show we could do double that quite feasibly with out excessive use of land or sea area).

3.2) Note that the (18+12)/68 = 0.44 or 44%

But be careful not to assume that means 44% of our consumption emissions being eliminated by transport and heating as it depends on the carbon intensity of different processes. It could be more or less. Actually, due to relatively efficiencies, moving to electrification of heating in particular and also transport, make very good contributions to displacing carbon-creating energy usage. As a percentage of our terrestrial emissions, transport and heating amount to about 60%.

[4] Estimating generation from Feed in Tariff installations, James Hemingway, DECC, December 2013, https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/266474/estimating_generation_from_fit_installations.pdf 

[5] For example, see https://leoht.co.uk/pages/how-much-do-solar-panels-generate-in-the-winter-  and also Sam Jeans, How much electricity will solar panels generate?, Federation of Master Builders, 6th November 2023, 

https://www.fmb.org.uk/homepicks/solar-panels/how-much-electricity-will-solar-panels-generate

[6] Everything You Need to Know About Solar Farm Requirements, Richard Burdett-Gardiner, 26th July 2023, The Renewable Energy Hub, https://www.renewableenergyhub.co.uk/blog/everything-you-need-to-know-about-solar-farm-requirements 

For ground mounted solar the area used has to take account of the spacing of tilted panels to allow for shadowing etc.

[7] Heatwaves such as those in 2022 will become much more common by 2050 on our current trajectory https://www.bbc.co.uk/news/science-environment-62207466 

So who know what solutions will be needed to provide shelter from the heat?

[8] I’m emotionally attracted to the gravitational storage / micro hydro idea. After all, the Mill Ponds around Nailsworth kept the mills running when the streams ran slack. It’s part of our history. But then again, Dunkirk Mill needed only about 16kW to run, a thousandth of what we are now considering, and even 20 of these would match the vastly greater energy footprint of modern society. The Centre for Alternative Energy’s Zero Carbon Britain report includes an estimate of 8 TWh of generation from hydro (including large and micro) for UK, so about 1% of the total.

[9] Assuming 20 reservoirs at 100m above their twins on valley floor, each holding 10,000 cubic metres of water, and a round trip efficiency of 75%, one could store about 40 MWh of energy, a not inconsiderable amount. If each reservoir used a 100 kW turbine (not the largest micro turbine but illustrative) then they would generate in total 2 MW, or nearly 30% of the Nailsworth average power demand, although at full power, the reservoirs would be exhausted in 20 hours. If larger turbines were used, the duration at full power would decline in proportion (eg. if 500 kW, then in 4 hours)

For storage, Micro hydro would have to compete with (or maybe, collaborate with!) domestic or small scale batteries. For example, if each household had a battery with 100kWh storage, then 2000 of these would equal 200 MWh, and would be equivalent to 200MWh/7.5MW = 26.7h, so about 1 day’s worth of storage. That again is pretty significant local resilience to augment a national massive (30 day) storage capacity discussed in the essay.

[10] While either micro hydro or batteries may have limited capacity, they could make an extremely significant contribution to balancing the local grid over a day or so, and that could in its turn relieve pinch points in the distribution grid when there are short term mis-matches between supply and demand. Indeed, I wrote a piece – Small Is Beautiful – local renewables and storage can catalyse the greening of grid – based on some modelling in the USA that showed that even small amounts of local solar could have a disproportionately large impact in enabling increasing grid-scale wind resources. Similar modelling of a diverse array of renewable assets could reveal other pleasant surprises.

[11] A Community Energy scheme could, if setup right, ensure that it incorporates energy security for all as a founding principle, using profits to help fund the restrofitting (insulation, solar, heat pumps, etc.) of poorly built or maintained accommodation and social housing, for example.

THE END

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Not In His Time

I love the BBC series ‘In Our Time’ (IOT), conceived by Melvyn Bragg (MB) and hosted by him for over 25 years. The more than 1000 episodes have covered innumerable topics in the arts, history, science, philosophy, politics and much more. Typically three Professors, leading experts in a field, are invited to explore the knowledge and scholarship on the topic of the week. Delightful surprises has been its hallmark covering topics as diverse as ‘Tea’, ‘The Neutron’, ‘The Illiad’ and so much more.

The life and work of scientists have been covered many times: Robert Hooke, Dorothy Hodgkin and Paul Dirac being a few examples. You might think that the most pressing topic of our age – man-made climate change – might get quite a bit of attention, but it doesn’t. It’s not as if its too contemporary for IOT’s tastes; unsuitable for the historical lens that IOT likes to employ. The science of climate change dates back at least 200 years. 

The lives of five scientists come to mind which could help explore the huge subject of climate change: John Tyndall, Svant Arrhenius, Guy Callendar, Wally Broecker and Michael Mann are just a small sample of ones that come to mind. None of these has been covered by IOT. Here’s why each of these would be great candidates for an episode:

  • John Tyndall is regarded as one of the greatest experimentalists of the 19th century, and a great populariser of science. His apparatus – that in the years 1859-1861 demonstrated that carbon dioxide and other gases were heat trapping, but that oxygen and nitrogen were not – can still be seen at The Royal Institution, where he did his experiments. An episode could cover Tyndall or simply be on ‘Greenhouse Gases’ and include a survey of work up to Manabe & Wetheralds seminal 1967 paper.
  • Svante Arrhenius, a Nobel Prize-winning scientist, published the first calculation on how much the world would warm if the concentration of carbon dioxide (CO₂) in the atmosphere doubled – in 1896. Again an episode could cover Arrhenius exclusively or deal with the question of ‘Earth Climate Sensitivity’.
  • Guy Callendar published a paper in 1938 that was the first to demonstrate empirically the correlation between rising levels of CO in the atmosphere (attributable to human activities) and rising global mean surface temperature. Some have even suggested that instead of referring to ‘The Greenhouse Effect’ we should use the term ‘The Callendar Effect’.
  • Wally Broecker was a famous oceanographer who coined the term ‘The Great Ocean Conveyor’, which moves heat around the oceans of the world, and whose understanding is crucial to climate science. He also coined the term ‘Global Warming’. Broecker said that following the publication of Manabe and Wetheralds seminal 1967 paper, man-made climate change stopped being a cocktail conversation amongst scientists, and something that was increasingly concerning.
  • Michael Mann et al published the famous Hockey Stickpaper in 1999 which gathered all the disparate data to demonstrate unequivocally that the world was warming. So powerful in fact that the fossil-fuel funded forces of denial started a vicious campaign to try to discredit Mann. They failed, as the findings have been supported by independent research since.

Needless to say, there are a wealth of women scientists whose work might be considered too recent for IOT, but is often of crucial importance. For example, Friederike Otto’s work on extreme weather attribution has been revolutionary, because now we have the ability to put a number on how much more likely a specific extreme weather event has become as a result of man-made global warming. This can be done in a matter of days rather than the year or more that used to be required for this kind of attribution study (see the World Weather Attribution site for more details). The topic of ‘Extreme weather events’ is assuredly in our time, and increasingly so!

Despite this wealth of knowledge, Climate Change has just once been a topic on the programme, on 6th January 2000 with guests Professor Houghton, who had been a chair of the IPCC, and environmentalist George Monbiot. So no problem, then, it has been covered!

Well, no, because this episode was exceptional in more ways than its rarity.

In every other episode of In Our Time, MB approaches the conversation much like you’d expect of a curious student, trying to learn from the expert professors who he robustly challenges, but respects. The debated points would be ones where experts have engaged in debating a point in the published literature, so disagreements are possible; say, to what extent Rosalind Franklin’s work was key to discovering the structure of DNA. What is not generally entertained on IOT are outlier comments from those who are not experts in the field.

So, the IOT Climate Change episode in 2000 was quite different. Outrageously different. MB approached the conversation not as a curious student, but sounding more like an opinionated journalist with an angle doing an interview, and boy, did he have an angle! 

He had a completely different tone to normal, not of respectful enquiry. He reprised talking points that are rife within climate science denial circles, and even cited Matt Ridley (“no slouch”) a well known propagandist – a free-market fundamentalist like his father – who engages in constant attacks on climate science, and the climate solutions he wishes to undermine.

Leo Hickman noted on Twitter (3-1-2015) “Little known fact: Bragg witnessed GWPF’s Companies House docs for Lord Lawson”, so one is bound to speculate whether it was no accident that MB was channeling the GWPF (Global Warming Policy Foundation) non-science.

It’s easier to see what I mean about the episode by listening to the episode but I will use some snippets from the transcript here to illustrate what I mean (MB quotes in italics):

  • “With me to discuss what could be called “The new climate of fear” at the beginning of a new century is …”, from the off, it was clear that MB was not interested in obvious questions like “how have we come to an understanding of man-made global warming?”. He clearly wanted to frame it in a way that minimised any discussion of the underlying science. He wanted it to be a ‘both sides’ apparent exchange of newspaper comment pages opinion.
  • After George Monbiot’s first contributions, MB chips in “Now this is very much a received view, and you’ve been one of the people that have made it received by banging on, very effectively in the Guardian and in other places, I’m going to challenge this in a minute or two, but I just want to emphasise to the listeners, how apocalyptic your views are, …” – trying to undermine his guest with a charge of alarmism shocked me 24 years ago and shocks me still. The reason it is ‘received’ Melvyn is because of decades of research, thousands of scientific papers, and resulting IPCC (Intergovernmental Panel on Climate Change) reports, not Monbiot’s writings, however lucid they may be.
  • MB later pushes harder “Right now, you two have spent….devoted your lives to this subject and I haven’t, but nevertheless, I’ve looked at…tried to find some evidence which contradicts this block view, which seems you’ve got your evidence, but there’s other points of view , and ….’cause I’m worried about the evidence that you can know so much about what’s going to happen in 100 years time, and I’m worried about the lack of robustness …”, but never asks the question ‘please help me understand the evidence’, no he shares what he has read who knows where – in The Spectator perhaps. This might seem normal on a social media comments thread but is pretty unedifying on the normally rather good In Our Time.
  • MB says something that is straight from the climate science denial factory at GWPF: “Mmmm, but you…well er…I’m still worried about the evidence for this, the evidence that you….what evidence can you tell us Professor Houghton, that in the next century….’cause all this is to do with man-made pollution isn’t it? That the worry is that this is the Greenhouse Effect, it’s all to do with us emitting too much CO₂, and that sort of thing, can you give us your evidence, for the…why the accumulation of this is going to have such a devastating effect? Because people use extra CO₂ as fertiliser don’t they? To bring crops on?”

The framing, the tone, the references to denialist talking points (such as: ‘carbon dioxide being good for plants therefore must be good to have more of it’, would fail Philosophy 101, let alone the scientific demolition of it).

All of the talking points he raised have been answered innumerable times, if he bothered to do genuine background reading from experts on the subject.

There have been other episodes of IOT that have touched on climate since then, such as the ones on ‘Corals’, ‘Ice Ages’ and others, but clearly both Melvyn Bragg and the production team are staying well clear of man-made climate change after their last diabolical attempt.

What motivates MB’s climate denialism is unclear. It is certainly not independent scholarship. The history of our understanding of climate change has been set out clearly many times, such as in Weart’s book (see Notes). Yet, being a Labour Peer, the free market fundamentalism that drove Lord Lawson and continues to drive much of the funding for climate denial, is unlikely to be the reason. Maybe in some perverse way, it’s his faith that took him there – who knows? The fact is he was very poorly read and badly briefed. It has left a large black hole in an otherwise great series, In Our Time, that is surely crying out to be filled.

No doubt an episode entitled ‘Man-Made Climate Change’, or one based on the life and work of the many scientists that have done so much to reveal our understanding of it, will come back as a topic in due course. There are no shortage of topics linked to it that could also be covered (Fossil fuels, Energy transitions, Extreme weather events, Rossby waves, and many others).

Though I suspect it will not be in Melvyn Bragg’s time.

We’ll have to wait for the sad day when the great man moves on.

(c) Richard Erskine, 2024.

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Notes

I have not made the essay longer still by including the rebuttals to all the talking points raised by MB, but I don’t need to as others have done a great job addressing commonly shared myths. A good place to go for short non-technical responses is Katharine Hayhoe’s ‘Global Weirding’ series of short videos.

For a slightly longer response to the many myths raised, the site Skeptical Science provides answers in shorter form and longer form. And, specifically, on the argument that more carbon dioxide is good for plants, there is a great rebuttal on the site.

The book by Spencer Weart I mentioned is a great historical survey – starting with scientists like Fourier in the early 19th Century – and is available online: The Discovery of Global Warming.

Of course, the most up to date and rigorous evidence on the causes and impacts of climate change, and on the possible scenarios we may face in the future, is contained in the IPCC (Intergovernmental Panel on Climate Change) reports. The latest full assessment being the 6th Assessment Report.

Getting a reliable sense of what the science is telling us can be hard for non-experts, particularly on shouty social media. I always feel we should go back to the established experts. Some summaries can be useful if they do not try to selectively spin the science in a direction to support a particular framing.

  1. CarbonBrief do a great job summarising the science such as here: In-depth Q&A: The IPCC’s sixth assessment report on climate science, Carbon Brief, 9th August 2021 https://www.carbonbrief.org/in-depth-qa-the-ipccs-sixth-assessment-report-on-climate-science/
  1. Intergovernmental Panel on Climate Change (IPCC) is an international body whose work is the product of an international team of scientists from over 60 countries who give their time voluntarily to produce in depth reports. The Sixth Assessment Report (AR6) is the latest full assessment, and covers different aspects: causes, impacts, adaptation and mitigation, both globally but also from a regional perspective. One of the reasons people go to secondary sources is because of the huge size of the IPCC reports. But the IPCC provides summaries. The AR6 report comes in three parts, with summaries as follows:
  1. Part I: Physical Science Basis Report assesses the causes, and possible future scenarios.An accessible summary is available as a short video: https://youtu.be/e7xW1MfXjLA A written Summary for Policymakers is available here https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_SPM.pdf
  2. Part II: Impacts, Adaptation & Vulnerability Report assesses ecosystems, biodiversity, and human communities at global and regional levels. It also reviews vulnerabilities and the capacities and limits of the natural world and human societies to adapt to climate change.An accessible summary is available as a short video: https://youtu.be/SDRxfuEvqGg A written Summary for Policymakers is available here https://www.ipcc.ch/report/ar6/wg2/downloads/report/IPCC_AR6_WGII_SummaryForPolicymakers.pdf
  3. Part III: Mitigation of Climate Change Report assesses ways to reduce carbon emissions.An accessible summary is available as a short video: https://youtu.be/7yHcXQoR1zA A written Summary for Policymakers is available here https://www.ipcc.ch/report/ar6/wg3/downloads/report/IPCC_AR6_WGIII_SPM.pdf

If IOT do decide to do a new episode on Climate Change – or more accurately, man-made climate change – they might do well to first re-read Professor Steve Jones’s 2011 report on coverage of climate change at the BBC, and its tendency of using false balance. The report recommended that the BBC coverage “takes into account the non‐contentious nature of some material and the need to avoid giving undue attention to marginal opinion” (download the document then skip to page 14 to get to the report, avoiding the self-justification by BBC senior management prefixing the report itself.)

We can live in hope!

Someone asked about the Ice Ages episode (which I did mention). 

This was my response.

Yes, but it only dealt with man-made climate change in the dying few minutes. Richard Corfield, when not talking over the two women scientists with him, was dismissive of the risks. He used an argument that fails Critical Thinking 101, along with Ethics 101, and more.

His gobsmacking words: 

“a ‘Greenhouse Climate’ is the natural condition for the Earth. 85% of Earth history has been ‘Greenhouse’ Ummm, 70 million years ago carbon dioxide levels were 8 times what they are at the moment, which made them 2,400 parts per million. Before that they were 12 times higher. The only certainty is that climate change is a natural part of the Earth and as a species we may have been the result of climate change. We may now be altering it but anyhow we’d have to deal with it, so I think we are going to have to geo-engineer our own climate to deal with it. Nothing wrong with that.” 

A logically incoherent argument. And it’s not ‘we may now be altering’, we are altering, please read the IPCC reports Richard.

To conflate tens of millions of years with Homo Sapien’s quarter of a million years of existence; or the 12,000 years where civilisation has emerged, in the stable climate we have enjoyed alongside nature since the end of the last ice age; or indeed the 200 years where man-made carbon emissions have increased CO2 levels at an unprecedently fast rate in geological terms, is crass

The way to stop additional warming is simply to stop burning fossil fuels as soon as possible

To simply shrug and say that the climate always changes so we’d have to have done something anyway at some point is asinine, and fails to mention that we’d have had 10s of thousands of years to deal with it, not the few decades we now have left to do something, precisely because of naysayers like Melvyn Bragg and Richard Corfield. 

No wonder this disaster climate advocate Richard Corfield has been on IOT 8 times.

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Expect the Unexpected

As I discussed in a previous essay Is 2°C a big deal?, we know that as the world warms the chance of extreme weather events will increase markedly. This essay does not revisit that established insight, but is more of a diversion, exploring simple probabilities.

Attribution studies can now routinely provide estimates of how much more probable a particular event has been made as a result of man-made global warming. The World Weather Attribution organisation provides many example.

There will be impacts on the environment, society and agriculture. Focusing on the latter, sceptics might say, “ok, the chances are increasing, but if we have a crop failure in one region, one year, we have many regions able to compensate.” 

The follow up question that comes to my mind is “if I accept that point the question is then how often will we have multiple failures in a given year?”.

There can be some big surprises when one explores probabilities. Bear with me as a tease out a few insights.

A famous example of surprising odds

Imagine there is a public meeting and people arrive one to one. Assume they have random birthdays and we exclude siblings. The question is: how many people need to arrive before the chance of two of the people present having a greater than evens chance of having the same birthday?

What number do you expect? Think about it.

To answer this it’s easier to start by determining the chance for each arrival to NOT have the same birthday. The 1st arrival has 365 choices out of 365. The 2nd arrival has 364 choices out of 365 to avoid having the same birthday. The 3rd arrival has 363 choices out of 365 to avoid a clash. And so on.

So the probability for 3 arrivals not having the same birthday is (365/365) x (364/365) x (363/365) which equals 0.9918 (rounded). So the chance that at least two of these three having the same birthday must be 1 minus this, which equals 0.0092 – see Note [1]. This is pretty small; about a 1% chance.

If you keep repeating this process, surprisingly one finds we only need 23 people to arrive for the chance of two matching birthdays to be greater than even (ie. greater than 0.5). See table in Note [2].

As you can see from the table, for 10 arrivals the chance of a match is just under 1 in 10 (0.1), but then rapidly escalates.

Calculating the chance of extreme weather events without global warming

By extreme weather events I’m not talking even about the current serious flooding in the UK. I’m talking about an event that would take out the arable sector in a large area. 

To make this simple and purely as an illustration, I will take the 1,400 million hectares of arable land globally and break this down into 100 blocks, each of 14 million hectares.

Since the UK has 13 million hectares of arable land, the world figure can be thought of as about 100 UKs (of arable land only).

If the chance of an extreme weather event anywhere across the world between 1900 and 1950 was on average 1 in 1000 per year, that in effect defines what level of event we mean by ‘extreme’ for this illustration.

Then, we need to ask the question: what would have been the chance of 2 extreme events occurring in any one year? What about 3?

Let’s first follow a similar but adapted method as with the birthdays. 

The chance of NOT having an extreme weather event in the first block is 1 minus (1/1000), which equals 0.999. 

Now, the probabilities for each block are assumed to be independent, so the chance of NOT having an extreme weather event in any one year in all blocks is 0.999 x 0.999 x …  x 0.999 (with 100 factors), and this equals 0.90479. So a 90% chance of not having an extreme weather event in any of the 100 blocks.

So the chance of having at least one extreme event in any one year across the 100 blocks would be one minus this figure, so that = 1 – 0.90479 = 0.09521 = 0.1 approx, or 1 in 10, or 10%. This is not insignificant. It means that a 1 in 1000 year event will happen once every 10 years somewhere on the planet.

In the next section I’ll use the percentage form, rounded to 2 significant figures to express the odds.

We have gone from a 1 in 1000 chance of an extreme event in one block in one year, to a 1 in 10 chance of at least one extreme weather event across the 100. A simpler way to see this is the 100 x (1/1000) = 1/10.

Moving to multiple extreme event is not so simple.

The basic idea is to visualise the 100 blocks as containers, and the chance of an extreme event as a ball that can be put into a container to indicate an extreme weather event has happened there. 

Then, calculating the odds becomes an exercise in counting all possible permutations.

If there were 2 events in one year, then they could be in the same block (and there are 100 ways for that to happen), or in different blocks (and the chances of that are a little more complex to calculate). In general, we need to work out the odds of how you sort X objects amongst 100 containers. We do that using something called a ‘binomial expansion’ – see Note [3] if you want to dive into the details.

We can then look at what happens when the chance of any single event changes due to global warming changes from odds on 1 in a 1000 to say 1 in a 100.

The chance of extreme weather events with global warming

To explore the impact of global warming on the change odds, I have used a progression as follows. The average chance of an extreme weather event in any one year, in any one block, was 1 in 1000 but as the world warms it might become a 1 in 100 year event, or worse a 1 in 50 year event, or worse still a 1 in 25 year event. In Note [4] there are details on calculating the odds for up to 10 events per year across the 100 blocks.

The odds for a single event are already changing. The 40C weather we had in the UK would have been virtually  impossible without man-made global warming. But the purpose of this essay is not to make projections or estimates, but simply to illustrate the surprising change in odds that occurs when multiple events are involved.

Here is a summary of how the odds change in our illustrative example:

We see that in the warmest scenario (1 in 25), an extreme weather event is likely to happen every year somewhere in the world (98%), but there is a high probability (77%) of there being 3 events occurring in a single year across the world.

If we have 2 or 3 blocks in the world suffering from extreme weather events and consequent crop failures, then that starts to have a major impact on food supply, which is potentially catastrophic.

What is worrying is how the odds of multiple events can escalate quite fast.

So if you have the feeling that more than one extreme event seem to be occurring every year around the world – more frequently than they were a few decades ago – you are not wrong.

(c) Richard Erskine, 2024

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NOTES

These notes are only included for those that wish to check my workings. Thanks in advance for spotting any errors. If you are not interested in the details, you don’t need to read these notes.

[1] The one minus trick

If you pick a card from a normal deck of cars, the chance of pulling an ace of spades is 1 in 52. As a number that equals 0.01923, it’s probability. But there is 100% chance (a probability of 1) of pulling a card, so one can say the chance of NOT pulling the ace of spades is 1 – 0.01923 = 0.98077 (which is also what you get from the fraction 51/52).

If a probability of an outcome is difficult to calculate it can sometimes be easier to calculate the probability of not having the outcome, and then using the ‘one minus …’ trick.

So we want the chance of at least one extreme event across 100 blocks. We could try to calculate the chance for 1 event, the chance for 2, then 3, all the way up to 100. The trick is instead to calculate the probability of there being no event across all 100 blocks. Then by taking the resulting probability from one, we get the probability of at least one event occurring. 

[2] A famous example of surprising odds 

Table calculating the odds: 

The Product is the calculated by multiplying the successive A/B values. So for 4 arrivals the Product = 1 x 0.9973 x 0.9945 x 0.9918 = 0.9836 is the probability that none have the same birthday. So the chance of at least two having the same birthday for 4 arrivals = 1 – 0.9836 = 0.0164

[3] Use of the binomial expansion

Let’s assume that the probability of a loss of crops due to an extreme weather event in any one year for any region (because of many possible direct or indirect effects: extended heat wave; flooding; inability to work outside; migration; war) is p, then:

The chance of there NOT being an extreme event in one specific region in any one year is (1-p)

The chance of there NOT being an extreme event ANYWHERE in the world (for all n blocks) in any one year is (1-p) raised to the power n, which is written (1-p)n

Therefore, the chance of there being at least one extreme event (ie. 1, or 2, or 3, etc.) anywhere in the world, in any one year is 1-(1-p)n

The probability of exactly k out of n regions being hit by an extreme weather event in any one year is trickier to calculate but can be done using the binomial expansion:

P(k,n) = ( n!/ (k!(n-k)! ) * pk * (1-p)n-k

To create a table it is convenient to use a generator (especially if n gets very large, as some spreadsheets will blow up or truncate numbers in an unhelpful way), so, we start with P(1,n):

P(1,n) = n * p * (1-p)n-1

P(2,n) = ((n * (n-1)) / 2) * p2 * (1-p)n-2

and in general there is the way to calculate the next number based on the previous one:

P(m+1,n) = P(m,n) * ((n-m)/(m+1)) * p / (1-p)

This is the formula used in the Table (see Note [4]) for P(2,100), P(3,100), etc.

eg.

P (2,n) = P(1,n) * ((n-1)/(2) * p / (1-p)

The sum of P(i,n) from i = 0 to n must be 1

For n=100, the chance of at least 1 event would be P(1,100) + P(2,100) + … + P(100,100).

The chance of at least 2 events would be P(2,100) + P(3,100) + … + P(100,100).

And so on.

[4] Table of probabilities based on binomial expansion

END

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Keir Starmer’s next climate speech

I’ve drafted a suggested Keir Starmer speech, next time Rishi Sunak or his client media attack Labour for their £28 billion per year green investment promise. Instead of being on the defensive, I suggest attack. Over to Keir …

“The World Economic Forum, a very conservative club, have now put extreme weather events as the top global risk for next decade. The International Energy Agency, another quite conservative institution, says that no new fossil fuel exploration are required to meet 2050 net zero goals. And at least half of the UK population actually want the 2050 goal brought forward, only 7% want it put back.

Yet the Prime Minister is deaf to the experts and deaf to popular opinion. He is now fully captive to the climate action delayists – actually climate change deniers – of the increasingly hard right of his Party.

If you want more extreme floods and more extreme heat waves, getting worse every year and,

if you want crop failures around the world spiking food prices and,

if you want petrostates and wars causing energy insecurity and poverty,

then vote Tory.

If you want instead a Government that is not in denial and truly acknowledges the serious risks we face and,

if you want a Government that will accelerate action on climate change by greening our energy, and protecting the ecosystems on which we depend and,

if you want a path to a sustainable future that is fair to all, 

then vote Labour.”

(c) Richard W. Erskine, 2024

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Heat pumps conspiring to keep EV drivers snug in snow drifts, whatever next!?

There are no shortage of myths and memes that attack EVs and Heat Pumps, particularly in the pages of The Telegraph and other right wing outlets. It’s a curious phenomenon, railing against thermodyanmics.

There is of course an inevitable transition to a clean, electrified and decarbonised world. The goal of naysayers is not to stop it happening (they are not that silly), merely to delay the inevitable for as long as possible. That’s what the fossil fuel lobby wants to achieve – wringing out as many dollars as they can before the bubble bursts; before assets are stranded.

There are several myths about EVs and Heat Pumps that are widely shared. These have been refuted many times, such as in these plain English pieces on the Nailsworth Climate Action Network website: myths about EVs and myths about heat pumps.

One I hadn’t seen before popped up on my social media timeline. It suggested that if EVs got caught out in a snowdrift, the batteries would get cold, so couldn’t work, and occupants would freeze, whereas those in petrol/diesel cars would be OK with their idling fossil fuel powered engines.

I can imagine The Telegraph readers – fed on a daily diet of hit jobs on any clean tech – chuckling at the idea of EVs freezing up in the snow.

The truth is quite the opposite. This meme is just another lie powering another social media storm; another myth to add to a growing list. Reuters provides a great factcheck refuting the points being shared widely across social media. Reuters quoted Professor David Howey from the University of Oxford’s Department of Engineering Science:

“Electric vehicles use very little power when stationary … the motor doesn’t consume power at zero speed … only the car electronics and heating/cooling systems use power when the car is stationary, and the amounts are relatively small … [and could run climate settings for] at least a day, probably many days”

Dr Katherine Collett, was also quoted, saying of EVs that “Many of them are installed with very efficient heating systems nowadays” 

But it gets better, because the “very efficient heating system” being referred to is – hold onto your hats – a heat pump. This means that both the car’s battery and car interior are kept snug by a heat pump; and just as for home heating, that means electrical supply stretches further. A heat pump can turn one unit of electrical energy (in an EVs case, from a battery) into a few units of heat energy, as explained here. If you had a resistive heater for the EV that would keep you warm for so many hours [1], with the heat pump it could be 3 times as long that you would stay warm.

The efficiency of EVs and Heat Pumps, and the future-proofing that electrification enables, means that The Future Is Electric.

This will all probably make The Telegraph readers heads explode.

Their bete noirs – EVs and heat pumps – are now conspiring to keep EV drivers snug in snow drifts long after the petrol heads have started to freeze because their fuel has run out.

Stuck in a storm of disinformation about EVs and heat pumps, this is the perfect cautionary tale on what not to believe, for those who have been misled by a right wing propaganda machine. A machine in part funded by fossil fuel interests and in part motivated by misplaced culture wars ideology.

My advice is, don’t get caught in yet another bullshitstorm of disinformation, get off social media and the papers, and hunt down genuine experts. They’re not exactly hard to find.

(c) Richard W. Erskine, 2023

Notes

[1] In one test an older Tesla that had resistive power heater (so not with a heat pump) and at about -10C, it was found that “No surprise, but the Tesla is vastly more efficient, burning 1.6 kWh per hour versus the Hyundai sucking gas at the rate of 10.3 kWh per hour”, and both the Tesla (2019) and Hyundai were able to maintain a comfortable internal tem[erature for nearly 2 days .

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Why are politicians so blasé about the risks of global warming?

Summary: The neoclassical economics, assumptions, methods and data used by William Nordhaus and other economists in their models (known as IAMs, Integrated Assessment Models), on how the economy interacts with climate change, are flawed. They rely on narrowly defined data, projected into the future in simplistic ways, that grossly underestimates the likely impacts of global warming on the economy, and in broader terms. These misrepresentations have acted as a fig leaf that have enabled policy-makers and politicians to avoid taking urgent action to reduce carbon emissions, and has therefore already done incalculable harm. It is not too late to base policies on scientifically grounded estimates of future impacts, and to ensure these deliver a fair transition to a net zero future.

A fundamental question

A fundamental questions is how much warming can we realistically tolerate to avoid serious damage? As we will see, economists have hitherto come up with surprisingly high estimates in answer to this question.

I know I am not alone in being both puzzled and angry at the apparent lack of urgency shown by governments to the growing risks of man-made global warming. For the purposes of this essay, let us be generous and assume that these politicians aren’t from the breed of economic liberals who obdurately denigrate climate science for ideological reasons. 

We are nonetheless left with something far more insidious and dangerous. Mainstream policy-makers and politicians who walk the corridors of Westminster and other centres of power who seem quite happy to see new fossil fuel exploration, and keep putting off urgent plans to transition to a net zero future. They fail to acknowledge that not all paths to net zero are the same [1]. 

So what is going on?

Nordhaus’s neoclassical economics

One explanation for this lack of urgency is because economists hold much more sway with policy-makers than scientists, and hitherto, economists have been telling a quite different story to the one we hear from scientists.

Scientists will say that an average rise in global mean surface temperatures of 4°C or more over a mere century or so would be catastrophic. Scientists will point out that the PETM (Palaeocene-Eocene Thermal Maximum) 56 million years ago was estimated as being a rise of about 5°C (which occurred over a period of several thousand years) [2]. 

While we do see temperature ranges between the tropics and polar regions that greatly exceed 5°C, it is a misunderstanding (that infects the work of some economists) to imagine that this should be a source of comfort. Heating the whole world by 5°C is an enormous amount of energy that has in the past and would in the future knock the climate into a completely new state. It would be an end to the relatively stable climate in which humanity and nature has co-evolved and co-existed, and do this not in several thousand years but in a mere century. A blink of the eye.

Yet William Nordhaus, whose pioneering work on IAMs won him the Nobel Prize for Economics in 2018, estimates economic damages by the middle of the next century to be just 2.1% with a warming of 3°C and 8.5% with a warming of 6°C [3]. Bear in mind that 8.5% drop on GDP is less than two times the financial crash following the 2008 banking crisis (about 6% drop for the UK).

So, during a global temperature rise that will bring mass extinctions, hugely destructive sea level rise, etc. Nordhaus’s economics seems to just give a shrug! Nothing to see here. Any wonder then that Rishi Sunak is also giving a shrug, and why the UK Treasury and many other arms of Government seem not only relaxed about climate change but in many cases have, and continue, to actively frustrate the path to net zero.

I should add that Nordhaus himself adds words of warning [3]:

“Because the studies generally included only a subset of all potential impacts, we added an adjustment of 25 percent of quantified damages for omitted sectors and nonmarket and catastrophic damages …”

So, there’s a whole lot we don’t know or are not measured well enough, so let’s add a measly  25% to the narrowly circumscribed and quantifiable impacts. Wow! Why not 250%, or 500%?

Other economists have been deeply critical of this approach and regarding specific aspects of the modelling. Issues include:

  • the scope of impacts included is quite narrow. A key reference used by Nordhaus acknowledges “As a final conclusion, we emphasize the limited nature of work on impacts.” but that does not seem to stop them publishing [4]
  • many often questionable parameters are included. For example, extrapolating from current meagre efforts to date “it is assumed that the rate of decarbonization going forward is −1.5 percent per year” [3], yet detailed analysis of existing technology indicates dramatic worldwide savings totalling trillions of dollars by 2030 are achievable with ambitious decarbonisation policies and plans [5].
  • using the productivity of different regions with current climatic variability, such as the continental USA, as a way to calibrate forward in time, over many decades, the impact of global warming, signals a complete misunderstanding of climate change and is grossly misleading.
  • discounting damages is based on current data for goods, so grossly underestimates impacts on future generations (the Stern Review had a lot to say about discount rates).
  • extrapolations from current data is done using simple smooth functions, whereas we can expect discontinuities and abrupt changes as the world warms, in thousands of systems in a myriad of ways (more to say on this below in thresholds and system impacts)

The UNFCCC (UN Framework Convention on Climate Change) originally set the target for peak global warming to be 2°C, with a supplementary Paris Accord ambition to keep it to 1.5°C, under pressure from the most vulnerable nations. Yet the current policy commitments (the Nationally Determined Contributions) from the parties to the convention would take us currently to between 2.6°C and 4°C according to the UNEP Emissions Gap Report 2022 [6].

A critique of neoclassical economics

Steve Keen has provided a comprehensive and excoriating critique of the work of Nordhaus and others in his paper The appallingly bad neoclassical economics of climate change [7]. I want to pull out a few key observations (quoted snippets) from Keen’s paper, but please study the paper in full:

  • Nordhaus excludes 87% of US industry from consideration, on the basis that it takes place ‘in carefully controlled environments that will not be directly affected by climate change’
  • Nordhaus’s list of industries that he simply assumed would be negligibly impacted by climate change is so broad, and so large, that it is obvious that what he meant by ‘not be directly affected by climate change’ is anything that takes place indoors – or, indeed, underground, since he includes mining as one of the unaffected sectors (more to say on this below in thresholds and system impacts).
  • If you then assume that this same relationship between GDP and temperature will apply as global temperatures rise with Global Warming, you will conclude that Global Warming will have a trivial impact on global GDP. Your assumption is your conclusion.
  • Given this extreme divergence of opinion between economists and scientists, one might imagine that Nordhaus’s next survey would examine the reasons for it. In fact, the opposite applied: his methodology excluded non-economists entirely.
  • There is thus no empirical or scientific justification for choosing a quadratic to represent damages from climate change – the opposite in fact applies. Regardless, this is the function that Nordhaus ultimately adopted.
  • As with the decision to exclude 90% of GDP from damages from climate change, Tol’s assumed equivalence of weather changes across space with climate change over time ignores the role of energy in causing climate change.
  • What Mohaddes called ‘rare disaster events’ – such as, for example, the complete disappearance of the Arctic Ice sheet during summer – would indeed be rare at our current global temperature. But they become certainties as the temperature rises another 3°C.
  • The numerical estimates to which they fitted their inappropriate models are, as shown here, utterly unrelated to the phenomenon of global warming. Even an appropriate model of the relationship between climate change and GDP would return garbage predictions if it were calibrated on ‘data’ like this.

Deeply problematic, as Keen points out: 

The impact of these economists goes beyond merely advising governments, to actually writing the economic components of the formal reports by the IPCC (‘Intergovernmental Panel On Climate Change’)

and he concludes:

That work this bad has been done, and been taken seriously, is therefore not merely an intellectual travesty like the Sokal hoax. If climate change does lead to the catastrophic outcomes that some scientists now openly contemplate … then these Neoclassical economists will be complicit in causing the greatest crisis, not merely in the history of capitalism, but potentially in the history of life on Earth.

Beyond Nordhaus

It seems that Nordhaus and others have been able to pursue their approach because they had free rein for too long in what seemed to be a relatively niche field (when compared with the majority of climate change related research). It would be easy to shrug concerns off as a squabble amongst academics in an immature field of research. 

Wrong! The issues are not of mere academic interest but have real-world consequences for policies and climate actions being undertaken (or rather, not undertaken) by governments and industry. For example, a recent paper by Rennert et al [7] on the social cost (SC) of carbon dioxide (CO₂) notes:

For more than a decade, the US government has used the SC-CO2 to measure the benefits of reducing carbon dioxide emissions in its required regulatory analysis of more than 60 finalized, economically significant regulations, including standards for appliance energy efficiency and vehicle and power plant emissions.

and this paper arrives at a social cost for carbon dioxide that is 3.6 times greater (that is 360% higher) than the value currently used by the US Government, and leads to their conclusion that:

Our higher SC-CO2 values, compared with estimates currently used in policy evaluation, substantially increase the estimated benefits of greenhouse gas mitigation and thereby increase the expected net benefits of more stringent climate policies. 

In plain English: we urgently need to stop burning fossil fuels.

Other papers are now amending IAMs to be more realistic. One paper titled Persistent inequality in economically optimal climate policies [8] notes:

The re-calibrated models have shown that the Paris agreement targets might be economically optimal under standard benefit-cost analysis. 

These researches are however concerned at the narrow cost-benefit global approach. They take a more detailed look at the differences between and within countries when it comes to the fairness of future pathways. They find that the economic response to climate change will vary greatly depending on the level of cooperation between countries. The conclusions are curiously both optimistic and depressing:

Results indicate that without international cooperation, global temperature rises, though less than in commonly-used reference scenarios. Cooperation stabilizes temperature within the Paris goals (1.80°C [1.53°C–2.31°C] in 2100). Nevertheless, economic inequality persists: the ratio between top and bottom income deciles is 117% higher than without climate change impacts, even for economically optimal pathways. 

So better modelling indicates we can dial back on the ludicrous Nordhaus ‘optimal’ warming estimates to something closer to the UNFCCC’s 2°C, as a target that policy-makers and politicians should take seriously. The bad news is that the well known deep inequalities that exist in how climate change plays out will not be remedied merely by staying within the 2°C limit.

Other things must happen – in the solutions that are adopted and how these are implemented within countries and across regions – to ensure that inequalities are not perpetuated or even widened.

Thresholds and system impactsnature

I want to illustrate the idiocy of the approach taken by Nordhaus and others who use IAMs to project implausibly minimal impacts resulting from 3°C to 6°C of global warming.

It speaks not merely to the lack of an appreciation of how systems work in the real world, but also, a complete absence of imagination

Systems thinking has recently become a buzz word in some UK Government departments, but it is not obviously reaching the parts of the Treasury or Number 10 Downing Street where decisions are made.

We don’t need one of the much talked about major tipping points (e.g. loss of Arctic Sea Ice) to suffer extremely severe consequences from global heating. 

When talking to young people about climate change there is a story I like to tell that helps illustrate how a small change in global mean surface temperature can have a big impact, and it concerns the Pied Flycatcher. This is a picture I created when talking to Primary School children (picture me also holding a globe at the same time to show the migratory paths).

This what I say:

The Pied Flycatcher flies from Africa to northern Europe just in time to nest so it can feed its  hatchlings on the caterpillars of the Winter Moth, which in turn feed on the leaves of oak trees. 

But the oak trees have been coming into leaf a few weeks earlier, due to global warming, and the moths have adapted.

But the Pied Flycatcher in Africa is unaware of this, so it arrives at its normal time of the year only to find that caterpillars to feed its hatchlings are scarce.

Fewer hatchlings survive to make the return journey to Africa later in the season, so their numbers decrease.

This has all happened owing to only a small change in the temprature, because life-cycles of the bird and moth that worked together have now being disrupted.

It is not hard to see that the link (the red arrow) between these separate life-cycles has been broken and has thereby disrupted the system as a whole. There has been a severe decline in their numbers as a result of this ecological dislocation [9], and this (at the time) with less than 1°C of global warming.

In general, nature can adapt to changing climate, but within limits and only at certain ‘speeds’. A species of plant that likes cold conditions might migrate further up a mountain as the climate warms, but eventually it will run out of mountain!

With global warming now being so fast, nature cannot fully adapt or evolve to the changes being wrought.

Thousands of such ecological (and indeed physical and societal) thresholds have been crossed and will be crossed.

Thresholds and system impactshuman society

Let’s move to another example of how climate change is already having an impact – and in this case with industry. 

Last summer there was a drought in Europe. Politico reported [10]

Water levels on the Rhine, Europe’s major inland river connecting mega-ports at Rotterdam and Antwerp to Germany’s industrial heartland and landlocked Switzerland, are precipitously low …

That’s a pressing problem for major industries, but it also puts a damper on EU plans to increase the movement of goods along waterways by 25 percent by 2030 and by 50 percent by 2050 …

So those factories that are ignored by Nordhaus because they are indoors find that their raw materials struggle to get in and their produce struggles to get out, when the Rhine is dried up. Not exactly rocket science insight! Note here the complex picture of potential harmful feedbacks:

  • global warming causes an extreme weather event (a widespread drought)
  • the drought causes low waters in the Rhine
  • the low water in the Rhine adversely impacts the passage of material and thereby the manufacturing sector
  • mitigation steps would require more land transport, leading to greater net emissions (but could not completely replace the tonnage provided by shipping)
  • greater net emissions increase the risk of extreme weather events.

It really isn’t hard for even young children to work this out (I’ve had conversations along these lines with 12 year olds) but apparently too hard for some economists. 

One of economist (surveyed by Nordhaus), Larry Summers, replying to one question said ’For my answer, the existence value [of species] is irrelevant – I don’t care about ants except for drugs’. I guess no one has told him that insects pollinate plants and are therefore an essential part of life on Earth, including human life, and hence our economy. It starkly illustrates the recklessly narrow scope of climate impacts considered by some economists.

Conclusion

For too long, policy-makers and politicians, in the UK, USA and elsewhere have been able to justify their inaction on climate because of the economists like William Nordhaus telling them that a warming globe will have essentially only marginal impacts on the economy. A 2015 survey of the social cost of carbon used by countries [11] found a number of countries using an average 2014 price of $56/tCO2 similar to the USA (rising to $115 in 2050). The UK is actively reviewing how it puts a cost on carbon, as in a January 2023 paper by the BEIS Department [12].

Nordhaus would now say that he is calling for early mitigation, at least on a precautionary basis, but that is a bit like calling the fire brigade when the fire is already well established.

It is time for policy and action to be based on science, systems thinking, and a just transition, rather than some approaches and models that are well past their sell-by date.

George Box quipped that ‘All Models are wrong but some are useful’.

In the form that William Nordhaus and others have developed IAMs over the last few decades, a better aphorism to use might be:

‘All models are wrong, and some are dangerously misleading’.

Thankfully, if belatedly, other economists have been teaming with climate scientists, and challenging and improving the models. Models are needed, and can be useful, to guide our thinking. There is still much work to do. We need to be able to ask ‘what if …?’ type questions to see what the future might look like with different assumptions, and drive ambitious policies.

It’s now time for policy-makers and politicians to recognise the need to radically review their policies and actions, based on the best available approaches and models.

(c) Richard W. Erskine, 2023

References 

  1. Not all paths to net zero are the same, Nailsworth Climate Action Network, 5th October 2023, https://www.nailsworthcan.org/blog/not-all-paths-to-net-zero-are-equal 
  2. Is 2°C a big deal?, https://essaysconcerning.com/2021/10/14/is-2c-a-big-deal/ (including references to specific sections of the IPCC AR6 Report).
  3. Nordhaus, W. Projections and Uncertainties about Climate Change in an Era of Minimal Climate Policies. 2016 Am. Economic J. 10, 333–360, https://www.aeaweb.org/articles?id=10.1257/pol.20170046 
  4. Nordhaus, William D., and Andrew Moffat,  2017 A Survey of Global Impacts of Climate Change: Replication, Survey Methods, and a Statistical Analysis, National Bureau of  Economic Research (NBER) Working Paper 23646, https://www.nber.org/papers/w23646 
  5. Decarbonising the energy system by 2050 could save trillions – Oxford study, Oxford University, https://www.ox.ac.uk/news/2022-09-14-decarbonising-energy-system-2050-could-save-trillions-oxford-study  
  6. UNEP Emissions Gap Report, 2022, https://www.unep.org/resources/emissions-gap-report-2022 
  7. K. Rennert et al, 2022, Nature, 610, 687–692, Comprehensive evidence implies a higher social cost of CO2, DOI 10.1038/s41586-022-05224-9, https://www.nature.com/articles/s41586-022-05224-9 
  8. Gazzotti, P. et al. Persistent inequality in economically optimal climate policies. 2021 Nature Communications 12, 3421 (2021). DOI 10.1038/s41467-021-23613-y. https://www.nature.com/articles/s41467-021-23613-y#citeas
  9. Both, C., Visser, M. 2001 Adjustment to climate change is constrained by arrival date in a long-distance migrant bird. Nature 411, 296–298 (2001). DOI 10.1038/35077063. https://www.nature.com/articles/35077063#citeas
  10. Joshua Posaner and Hanne Cokelaere, Deep trouble for EU shipping push as Rhine River runs dry, Politico, 7th August 2022. https://www.politico.eu/article/germany-rhine-river-climate-change-heath-shallow-rhine-undermines-europes-waterways-push/ 
  11. Smith, S. and N. Braathen, 2015 Monetary Carbon Values in Policy Appraisal: An Overview of Current Practice and Key Issues”, OECD Environment Working Papers, No. 92, OECD Publishing, Paris, https://doi.org/10.1787/5jrs8st3ngvh-en.
  12. Valuation of energy use and greenhouse gas (GHG) emissions: Supplementary guidance to the HM Treasury Green Book on Appraisal and Evaluation in Central Government, January 2023, Department of Business, Energy and Industrial Strategy.

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Will outsourcing turbocharge the roll-out of heat pumps?

If the experience of a good friend of mine with British Gas is anything to go by, then the answer to this question is a definite no! Two and half months after a team of subcontractors arrived, and 15 return visits later, my friend still doesn’t have a properly operating system!

Nevertheless, I welcome the fact that British Gas want to offer householders the option to install a heat pump, which was launched in 2022. And the commitments provided are reassuring: 

We know changing to a new kind of heating might seem like a big move, so our Warm Home Promise is there to give you total peace of mind.

Our engineers will only install a heat pump if we’re confident it’ll heat your home as well as a traditional boiler.

We’ll design your new heating system to reach the right temperature for your home. And if it doesn’t, we’ll come to put things right – or give you your money back.

British Gas, Start saving with a low carbon heat pump

Is my friend’s experience a one off, or evidence of a deeper issue with how the outsourcing is operating? I don’t know, but British Gas need to urgently determine the answer to this question (and also help my friend!).

As a strong advocate of heat pumps and as someone who is frustrated at the disinformation that surrounds them, pushed by fossil fuel interests, my concerns in this case have nothing to do with the technology or its capability to fulfil its promise. It is a question of how best to scale up capacity.

But let’s wind back a bit and consider the broader question of how large companies use sub-contractors, and outsourcing in general.

Why do they do it?

The risks and failures of subcontracting

Companies often resort to outsourcing because they lack either the skills or capacity to deliver a service, particularly when they are new entrants into a market they want to penetrate. The logic is often that they do not have the time to immediately meet the demand, so seek the support of other companies to fulfil this demand. 

Large providers with an existing customer base have the power to make an attractive offer, but often jump the gun, and go to market before they truly have the capability to fulfil the latent demand. I’ve seen this many times over the years in different sectors.

In some the of largest IT projects I have witnessed, especially with Government procurement, big companies win the main contract on the basis that they have the financial muscle to lead, but know they do not have the specialist skills, so they sub-contract to medium sized companies with spare capacity. 

Often, these medium sized companies also lack the specific skills or capacity for the projects in play, so they too subcontract to those with genuine expertise in the new technologies, even sole traders. Via this process of successive subcontracting, there is a dilution of accountability. The ones who end up on site discover that there has been a mismatch between client expectations and the resources assembled to deliver the project.

Why don’t the main contractors not do the obvious thing and train up their staff to deliver the new stuff? A very good question, and one that has always puzzled me. 

Sometimes it is due to organisational inertia. Imagine a building company that has spent several decades delivering standard British build homes. There is a whole industry behind the standard model. It takes changes in many aspects of the business operations – supply chains, basic skills, and much more – for them to move to something different, such as European style modular, 2050 ready, house building. 

The same is true of a large company that has spent years delivering gas boiler installations, now wanting to start delivering heat pump systems. The pressure to create a sales pipeline will often trump the concerns of the engineers wanting to create a solid new delivery model. Inevitably, companies end up trying to run before they can walk.

Impact of failed subcontracting

My friend is very ‘Green’ in everything she does. She wanted a heat pump to replace her boiler. If she’d asked me, I’d have recommended a few questions to ask any potential supplier (see below).

She opted for British Gas because they were her existing supplier and their website made reassuring claims.

The promise was to arrive late in July this year, and finish the installation within 3 or 4 days, It is now mid October (two and half months later) and after 15 visits by the sub-contractor and British Gas the system is still not working.

It is obviously not the fault of the technology (they deployed well established products), but the lack of competence and experience of the staff the subcontractor deployed. Because my friend’s contract is with British Gas, the issue is 100% with them, and they acknowledge that.

Questions for British Gas and other outsourcers

These are my questions for British Gas:

  • How do they recruit subcontractors?
  • How do they ensure their subcontractors are competent, in both heat pump installation in general, but also the specific product configurations preferred by British Gas?
  • What project management and oversight do they provide to ensure effective delivery?
  • If there are issues, how effective is their ability to escalate matters, to ensure timely resolution?

On the basis of my friends experience the answers to all these questions is really disappointing.

So will outsourcing turbo-charge the roll-out of heat pumps, by British Gas and other large companies wanting to get into the market? 

My genuine belief is that it will not. 

The small and medium sized companies/ enterprises (SMEs) that know how to do it are already maxed out, so the only option that outsourcing can provide is to go with companies that do not know how to do it, but claim they can. 

A better model in my view for expanding the capacity of the heat pump delivery market is to replicate existing successful SMEs.

Companies like British Gas cannot build a business by outsourcing to subcontractors who lack competence and experience, they need instead to properly skill up their own workforce and have systems in place to ensure they achieve effective delivery. 

Meanwhile, as we enter winter, my friend is still being let down, not by the technology or its ability to do the job, but by incompetence.

What a delivery process looks like

Delivering a heat pump to replace a boiler is really not that complex but as with any technology, it requires genuine experience and a proven delivery process, not just classroom training. A mitred butt joint is quite a basic carpentry skill, but you can’t just show some Powerpoint to an apprentice and expect them to pull it off very well, and start being a frame maker. Practice makes perfect. 

A plumber experienced in fitting gas boilers and radiators will have many transferrable skills. However, a sole trader plumber will rarely be able to make the transition to a sole trader heat pump installer. If they’ve never worked with heat pumps, don’t expect that minimal training will ensure successful delivery, especially given that many of the most specialised tasks – the electrical and digital setup of the heat pump – are not plumbing tasks at all. 

Installing heat pumps really needs a team with a variety of skills, and I believe this is the only way to properly scale up the installation of heat pumps as  I wrote about here.

Only a company that is focused on installing heat pumps and has successful projects it can reference, would I ever consider to install a heat pump in my house. I followed my own advice and it proved to be a good decision. 

I want the people who turn up on site to be co-workers, employed by the same company, not an assortment of contractors who are strangers to each other, with no shared company ethos and ways of working.

That is why out-sourcing so often delivers poor results for the customer, be it software, house building or the installation of a heat pump system. It leads to the dilution of accountability, and really no assurance in the quality of practice that actually turns up on the day.

Following this essay I’ve produced A Guideline for Householders Considering a Heat Pump.

I really want British Gas to make a successful switch from installing gas boilers to installing heat pumps, but they really do have to consider how they do this.

If they choose in the short term to outsource work, they will need to ensure that there is true competence and experience in the teams that are deployed in their name.

How they ensure the quality of those teams is up to them, but it is essential they do.

© Richard W. Erskine, 2023

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A Guideline for Householders Considering a Heat Pump

Here is my guideline for householders considering signing a contract with an air source heat pump installer.

1. Getting an understanding of what is possible 

It’s really important to move beyond the misinformation and received wisdom attached to heat pumps.

The essential point to understand is that if a building can be heated by a gas boiler, it can be heated by a heat pump. But of course in both cases, the unit needs to be sufficiently powered and the rest of the plumbing setup and sized correctly too.

It will mean that some things change though. For efficiency reasons it is best to use a ‘flow temperature’ as low as possible (that is the temperature of the water flowing through your radiators). This is actually true whatever the heating source.

A room that needs to be heated to 21°C does not need a flow temperature of 70°C or more. The latest UK building regulations for new builds mean that whatever the heating system used, the flow temperature should not exceed 55°C. So plumbers will need to learn how to implement ‘low temperature’ systems, whether with gas boilers or heat pumps.

Often 35°C is enough, and even in mid winter, 50°C is the maximum required in even the most challenging of settings. The 3 key factors that determine the flow temperature are: the external temperature; how well insulated the house is; and the surface area of the ‘emitters’ (radiators or underfloor heating):

  • The colder it is outside, the harder a heating system has to work to achieve the same result, but a well designed heat pump system will normally ensure that the flow temperature never needs to be more than 50°C, even when it is -5°C outside.
  • The fabric of the building determines how fast the building loses heat, but it is a myth to say that old buildings cannot be heated by a heat pump or need ‘deep retrofit’ before they can. This case study and others cited in the essay prove otherwise.
  • The larger the surface area of your radiators, the lower the flow temperature required (whether it be a gas boiler or heat pump). By moving from a single panelled radiator to a double panelled one with fins, the effective surface area is increased greatly, without the wall space of the radiator increasing at all (the height and width of the radiator unchanged even if it gets a bit fatter). The same is true moving from a double panelled to a triple panelled radiator, when this might be needed (which is not as common as is believed). 

The pipe work will need sufficiently sized pipework and flow rates to move the heat needed around the house, but that should be part of the assessment that a supplier makes. In many cases, no changes to pipework are required.

In terms of system operation, householders will not have the fast heating up of the house twice a day as they do with a gas boiler. Instead the heat pump stays on for longer, and the house does not go through big swings in temperature. In many cases, the system is setup to stay on 24/7 but with the system set back a few degrees overnight.

2. Get a proper assessment done

A reputable company providing installation services for a heat pump should do a full room by room assessment of your home and check various things we have already mentioned: the state of the plumbing; existing radiators; space requirements inside and outside for the kit required; etc. A householder will typically have to pay for this report but be offered a refund if they go with this supplier. 

Other things the assessment will cover are the electricity and water supply. In some homes that have not been upgraded for many decades, remedial work might be required, for example, to carry our work on the mains supply, but this is often unnecessary. They might recommend that an electrician does a ‘load survey’ before the project proceeds (in my larger than average old house I was worried that our 80A mains fuse being too low, but it turned out to be fine).

I would recommend getting at least two assessments from different suppliers. If their assessments are not similar (e.g. in terms of the size of heat pump required and costs), then you need to understand why. Also, ask for references in the locality – and take up an offer to visit these. Consider choosing a supplier that is not too far away, as they need to be able to pop back to fix any issues post installation.

A potential installer should produce a professional report (delivered electronically as a PDF) that should be quite detailed, including the following:

  • the assumed nominal coldest day of the year used as a basis for the design including maximum heat loss calculations (e.g. external temp of -3°C);
  • confirmation or otherwise that the design uses MCS standards for target room temperatures (21°C, 18°C and 22°C for living spaces, bedrooms and bathrooms, respectively);
  • an estimate of the heating power requirements (in kW) for each room when heat loss is at a maximum;
  • the total heating power requirement (in kW) for the house as a whole when heat loss is at a maximum;
  • the maximum flow temperature for the radiators;
  • the total expected heat delivered by the system over a year (in kWh);
  • the estimated Seasonal Coefficient Of Performance (SCOP) for the system over a typical year.
  • confirmation that the system design and products used will be specified to include metering that will enable – over any period – electrical usage (kWh) and heat delivered (kWh) to be viewed (via an App) (without this, the householder is unable to ascertain how efficiently the system is actually operating);
  • the capacity of the water tank, based on the usage for the potential occupancy of the house.

You may say ‘Oh, but I’m happy with 19°C in my living room’ or ‘our children have left home, so can be we get away with a smaller hot water tank?’, but remember that the system needs to be fit for the house, and future occupants when and if you move on.

The steps required before the installer can come on site to install the heat pump system will vary a little, depending on the householder’s situation (e.g. if local authority permissions are required). This list is illustrative of the preparatory steps that need to be ticked off:

  • Local authority approvals ✔︎
  • Electrical ‘load survey’ ✔︎
  • Water pressure checks ✔︎
  • Checks on pipework sizing in the house ✔︎
  • Clearing loft and installed improved insulation ✔︎
  • Sorted out draughts in windows and doors ✔︎
  • EPC certificate ✔︎
  • Government grant conditions met ✔︎
  • Check by installers of suitability of locations for outside external equipment, ✔︎
  • and checks on space inside for internal equipment ✔︎

3. Project execution

There should be someone who is the point of contact for sorting out issues, acting as project manager (PM). 

The team should arrive onsite with all the equipment and gear they need that matches the design. That includes the heat pump, new hot water cylinder, any new radiators, pipework, valves, etc. If there is a lot of going back and forth to local suppliers of kit then that suggests a poorly organised team.

A typical installation process would be as follows:

  • Introduction to installation team, and logistics agreed (eg. access times)
  • Old gas boiler and tank removed
  • Existing pipes and radiators flushed
  • Heat pump (external) and other kit (internal) moved into position
  • Plumbing in of kit (heat pump, hot water tank, etc.)
  • Plumbing in any new radiators specified
  • Heat pump connected to electrical power
  • Control system system installed (the ‘brains’ of the system)
  • One wireless thermostat placed in living room, set to 21°C
  • Various control setups competed
  • Setback thermostat e.g. by 3°C to 18°C between 10pm and 6am
  • Weather compensation setup
  • System put into operation
  • Radiators ‘balanced’ to ensure optimal heat distribution (after that, householders should avoid fiddling with radiator TRVs)
  • Metering installed if not inbuilt for flow/return heat and electricity usage
  • Certificates produced for MCS compliance

The householder should be briefed on the system setup, specifically:

  • the optimal location for the thermostat (this is typically a single one placed in the living room and set to 21°C. If the system is designed and installed properly, all rooms will achieve their target temperature if the living room reaches its target temperature – no need for clear controls in every room)
  • setup the operating regime over a 24 hour cycle e.g. any set back used overnight
  • that weather compensation is, as per good practice and to maximise efficiency, in operation (so the system only works as hard as it needs and when it is warmer outside, the flow temperature automatically is lowered).

The householder should be briefed on how they can use a console or App to ascertain:

  • current state of operation (e.g. flow temperature, tank temperature, mode of operation (space or water)
  • electricity usage by the heat pump over a given period
  • heat delivered by system over a given period
  • the coefficient of performance (COP) over a given period (e.g. day, week, month or year) (which is the ratio of the heat delivered and the electricity usage)

Over a period of a year, the COP is termed the Seasonal COP, and in a properly designed modern system, it should be at least 3. In my old house we achieved 3.3 last year. In a modern well insulated house, even better results (higher SCOPs) are achievable.

In addition

  • there is just one task, in my experience, that a householder needs to be briefed on, which is checking the water pressure in the system. With old plumbing, there can be air locks created even after the system was setup correctly, and this can lead to slight drops in pressure. A simple process is used to reestablish the correct pressure, and the householder should have received the simple instructions on how to do this (I had to do this twice in the first month, but not since).

4. Post Project service

The team should of course leave the site having completed all the tasks, ensured the system is operating correctly, and that everything is tidied away. If radiators have been replaced then old ones will be removed, unless the householder wishes to retain them for any reason (perhaps some are not so old and they can use in another project elsewhere).

Within a few days of the installation, the company / project manager should make a call to check that everything is OK. 

The company should have already offered to carry out the annual service and indicate the costs for doing so (typically £150 or less). This service will check the status of the refrigerant in the heat pump, and other tasks. It is important that annual checks are carried out (just as they are for any heating system).

The company should respond promptly if it appears that the system is behaving badly e.g. if the COP is less than 2 for example for an extended period.

In a well designed and installed system, the householder can simply let the heat pump do its thing and will not need to do anything. No fiddling with the system console or radiators is required and to be discouraged. Just leave it alone. 

But it is important to periodically check how the system is performing. I would suggest doing this weekly at first, but then monthly once you are convinced that the system is operating well. After some time you may choose to do it only every quarter. I would recommend that you always do an annual check on performance. When in the future you possibly come to sell the house, being able to quote the SCOP achieved for successive years will provide reassurance to any buyer.

END

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The False Promise of Rosebank

Appalled by the decision to approve the Rosebank project? You should be.

The International Energy Authority (IEA) – a quite conservative and hardly radical organisation – state in their landmark Net Zero Pathway report:

“By 2050, fossil fuel demand falls by 80%. As a result, no new long-lead-time upstream oil and gas projects are needed”.
https://www.iea.org/news/the-path-to-limiting-global-warming-to-1-5-c-has-narrowed-but-clean-energy-growth-is-keeping-it-open

If this is true globally, it is even more true for an advanced economy like the UK.

Our Government will no doubt claim we can use unproven carbon capture at scale, or deploy dodgy carbon accounting (we are world leaders in that at least), to claim they can still get to Net Zero, or ‘Not Zero’ as we should be calling it.

Rosebank is not about lowering bills and energy security as the Government claims, for several reasons:

  • Every tonne of carbon dioxide we emit increases the risks of extreme weather events, crop failures and health hazards – that damages everyone’s security
  • Most of the Rosebank output (oil) will be sold on international markets with UK consumers getting no preferential treatment in terms of bills or energy security
  • Renewable energy costs have dropped massively and the UK has the capability to max out wind and solar
  • Electrification will enable huge improvement in energy efficiency in transport and heating
  • Electrification is future proofing – it can take electricity from any source (wind, wave, solar photovoltaic, etc) and at different scales (your roof, community energy, North Sea)
  • Mixed signals creates market confusion that only delays the transition to a post fossil fuel secure and healthy future, and it harms our ability to show ambition and leadership
  • The IPCC says that every year matters, every tonne of carbon matters, every action matters. We need our Government to listen to the great majority of UK citizens that say they want action.

(c) Richard W. Erskine, 2023

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Will ChatGPT / AI replace experts?

My interest in this question derives from many years working with large organisations internationally in both the public and private sector, who strive to improve their curation and uptake of institutional knowledge by the experts within the organisation. So, I am not thinking in terms of the general use of tools such as ChatGPT as simply a better Google, for use on the internet.

AI and Jobs

Will Artificial Intelligence (AI) tools make people redundant? 

Some people, undoubtedly, particularly if they are doing mundane desk-based jobs collating information or giving advice that is based on a body of accepted information. In some cases, the jobs may not be regarded as mundane, but may be be subject to procedures that are relatively easy to emulate.

But will ChatGPT or subsequent AI tools replace experts? It depends a little on what we mean by an expert.

Imagine a community centre where experts are paid to offer advice to people on their entitlement to benefits. One can well imagine an AI tool very quickly replacing the basic role of synthesising the information needed to help someone know their rights.

Is this enough? I don’t think so. Context is crucial.

The person’s situation may be complicated by multiple factors including complex domestic relationships, mental health problems, access to transport, and many others. The adviser will need to display emotional intelligence not only knowledge of the current state of legislation. It may be that in being able to get support in checking knowledge of the latest legislation on benefits, the adviser can spend more quality time with someone who is in desperate need of support.

In this example AI would not be replacing a human, but would be helping redefine the role of the human, to increase their true value to society.

AI as an on-demand wikipedia without editors

In the context of knowledge in general, the AI models that are emerging today, are being seen as ‘oracles’, able to dispense accurate and well sourced summary answers to complex questions.

However, it is worth noting that AI models such as ChatGPT have to feed off source material.  Who chooses the scope of this source material? If the material is of varying quality and provenance, what rules are embedded in the AI to help it decide on the level of trust it gives to different sources?

When such tools try to synthesise knowledge from public resources on the internet they confront the very real issue that much of what is written on a subject is copied; and often without being checked first. Even trusted actors can fall foul of using poorly researched information and unwittingly give it credibility by propagating it.

If you ask Google ‘when did the Titanic sink?’ you’ll get the basic answer pretty quick. An AI tool does not do much more. They will refer to the collision with an iceberg and broken compartments taking on water.

If I ask the question ‘why did the Titanic sink?’, things get more interesting, and the AI tool can do better than Google. However, it may not anticipate the 5 whys that inevitably result. Why was it going too fast, and so on.

I had to experiment with one AI tool to get the right question in order to get to the primary cause I was interested in:

What were the company pressures that influenced the captain of the Titanic to maintain high speed despite the risk of iceberg collisions?

The answer I received was:

There were allegations that Captain Edward J Smith was under pressure to maintain high speed despite the risk of iceberg collisions. It was claimed that he ordered to ‘make a record crossing’ thus indirectly causing the collision with the iceberg. However, it is also suggested that the Titanic hit an iceberg in 1912 because of a basic steering error, and only sank as fast as it did because an official persuaded the captain to continue sailing.

I still feel I would need a historian with expertise in this area to really delve into the history. Having a very smart on-demand dictionary is great, but is Wikipedia-without-editors (as some may see it) really enough? What about the intentions that lie behind a question or the specific context that it is being raised in? 

A historian might conceivably point me to diaries written by the captain long before the ship sailed, and only recently discovered – and are not fully digitised – that reveal the pressures he felt under to go as fast as possible.

AI and complex questions of science and history

Let’s try a much more difficult question. 

When was the science settled that the world is warming as a result of man-made emissions of greenhouse gases?

I got the following answer from an AI tool (a ChatGPT derivative):

The science of climate change has been studied for over a century. In the late 19th century, scientists first argued that human emissions of greenhouse gases could change Earth’s energy balance and climate1. The United Nations Environment Programme (UNEP) was formed in 1972 as a result of growing concern about the impact of human activities on the environment. The Intergovernmental Panel on Climate Change (IPCC) was established in 1988 by the World Meteorological Organization and the United Nations Environment Programme to provide scientific information on climate change. The IPCC Third Assessment Report in 2001 found “new and stronger evidence” that humanity’s emissions of greenhouse gases are the main cause of the warming seen in the second half of the 20th Century.

Not a bad answer, but not one I feel would satisfy an expert climate scientist. 

This is what Spencer Weart writes in The Discovery of Global Warming, referring to the seminal 1967 paper by Manabe and Wetherald:

This was the first time a greenhouse warming computation included enough of the essential factors, in particular the effects of water vapour, to seem plausible to experts. Wallace Broecker, who would later play a major role in climate change studies, recalled that it was the 1967 paper “that convinced me that this was a thing to worry about.” Another scientist called it “arguably the greatest climate-science paper of all time,” for it “essentially settled the debate on whether carbon dioxide causes global warming.” Experts in a 2015 poll agreed, naming it as the “most influential” of all climate change papers.

So I went back to the AI tool, to ask the question more precisely, and anticipating something closer to what I expected:

When were climate scientists finally convinced of the greenhouse gas theory for global warming on Earth.

I got the following answer:

The greenhouse gas theory for global warming on Earth was first proposed by Swedish scientist Svante Arrhenius in 1896. In his 1938 study, he showed that humans had already emitted enough CO2 into the atmosphere to increase the average temperature on Earth and that the Earth was responding: Over the previous 50 years, the average temperature had indeed increased as per Arrhenius’s proposed greenhouse effect. Many other theories of climate change were advanced, involving forces from volcanism to solar variation. In the 1960s, the evidence for the warming effect of carbon dioxide gas became increasingly convincing.

By around 2000, many climate scientists were convinced that the rise in temperature was likely to continue as greenhouse gases accumulated. Some predicted that an unprecedented global warming would become apparent.

Let’s forgive the fact that the tool confused Callendar with Arrhenius when  referring to the seminal 1938 paper (it was Callendar who first showed empirical evidence of man-made emissions causing global warming), or the suggestion that Arrhenius was the first to understand the carbon dioxide driven greenhouse effect (Tyndall certainly did, much earlier, but Arrhenius was the first to calculate its magnitude). 

The bigger surprise was that the AI tool did not cite or allude to the 1967 Manabe and Wetherald paper.

I am sure that new versions of ChatGPT and other tools will fix such problems when answering complex and nuanced questions.

AI in an organisational knowledge context

There is however a more fundamental issue with the use of such tools within organisations – whether public or private – that are aiming to become learning organisations and develop  a body of trusted knowledge.

Chinese walls, confidentiality and other factors mean we cannot simply let rip with open access to the information held in organisations.  And while quantity is useful to AI it is much  less important to an expert than the quality of the information and insight being parsed.

Let’s consider a scenario.

A multi-national consulting engineering company has done thousands of projects around the world. It partners with diverse international and local companies – experts in specific disciplines such as new materials, acoustics, carbon accounting, and much more – in design, project management and construction 

On the one hand, the consulting company wants its intellectual property respected, and in many cases, kept confidential. Clients and partners want the same for their contributions to projects. A complex Venn diagram emerges of private and shared information, and the insights (knowledge) that emerges from these experiences. Document management systems are used to apply both open access but also need-to-know policies, and often at quite a granular level.

Documents never get printed and left on trains because people who by virtue of their role need access to certain collections of information, get it – by design. Documents that are needed to be retained and never unintentionally lost, never are – by design. This is just basic content management good practice – notwithstanding the inability of Governments and many companies to apply these 20th Century capabilities effectively.

The issue for AI is that it would need to be able to navigate these complex access rights when providing answers to questions. The same question would have to give different answers to different people; even within the same organisation if chinese walls are not to be breached. This is the Achille’s heal of AI if it is to be commercialised in an institutional setting.

I am grateful to a relative (Jon Hayter) for making the following observation:

 Isaac Asimov clearly gave some serious thought to this when he wrote “I,Robot” 

At one point when the hero is speaking to a holographic version of his deceased mentor the programme gives him information but can only answer specific questions. At one point when he has made a statement based on his own thought processing the hologram says “That, is the right question”

On the other hand, the consulting organisation also wants to parade their experience and say that it uses its unique collective know-how on past projects in the conduct of new ones. This is in part through the tacit knowledge of their expert employees, as well as the codified experience within the organisation (guidelines, technique papers, anonymised project summaries, etc.) embodied in the lingua franca of knowledge: documents.

Resolving this tension between confidentiality and reuse is part of the art of working in complex organisations, and especially in consulting.

It begs a question as to the source set of information that an AI tool can or should use to answer a queries like:

We’ve been asked to design and manage the construction of a new theatre in north east China that will be a  showcase for regional Chinese culture, and an exemplar of sustainable construction and operation. What projects should we learn from and who would we ideally partner with?

Financial constraints, unrealistic expectations, political interference and resulting scope creep will be at least as important as innovative design and engineering, and all have to be factored into the answer.

Much of what is most useful as source material will be the tacit knowledge that is often not written down, and by definition, unparseable.  This is gold dust.

To counter the ‘not written down’ issue, some organisations conduct informal review interviews and workshops at the end of each project to tease out insights. For those enlightened consultancies that actually make time to do this, these reviews would aim to provide not only an overview of what was done (the what), but also why it was done that way.

Those candid reflections; those serendipitous encounters; those lightbulb moments – none of which appeared in the project file – might be scribbled in notebooks or might surface in those informal post-project reviews. Sometimes it has to wait till the exit interview or even retirement (to save the blushes)!

As things stand, only true experts can navigate the intersection between technical know-how, personal testimony, historical and current context, emotional factors, politics, deep insights, and much more, that explain the why’s and wherefore’s of key decisions on complex endeavours. 

Would ChatGPT conjure up a Sidney Opera House design out of the blue if nothing remotely similar existed beforehand?

You know the answer.

That does not mean that the AI of the future cannot play a role as an assistant in these endeavours – taking on some of the mundane tasks that exist in the curation of information and even knowledge.

For example, in the business of applying subject-specific metadata based on controlled vocabularies, AI could certainly prove a powerful assistant by making time-consuming tasks more efficient, if not quite a complete replacement for the expert knowledge curator.

However, I am confident that for the foreseeable future, it will not replace the true expert within an organisation.

Your job is safe.

(c) Richard W. Erskine, May 2023

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Heating a listed Cotswold stone building with an air-source heat pump: our journey

Update a: A survey by Nesta UK of Heat Pump users published 23 May 2023 finds high levels of satisfaction with heat pumps, see Note [7]

Update b: Following requests from some readers for more information on the data, an Appendix has been added to provide details of the data collection, analysis of the COP and SCOP achieved, and a comparison of running costs pre and post the heat pump installation.

Here is a plot spoiler: my wife and I are delighted with the results of living in our listed Cotswold stone home heated by an air-source heat pump since December 2021. I want to share our story as a corrective to the belief, widely expressed in the media, that it would be impossible to do what we did: self-evidently, this is untrue.

In case you want answers to the burning questions I often hear, I’ve collected a few (see Note [1]).

Here’s our story.

Beginnings

Twenty five years ago my wife and I bought an old Grade 2 Listed property with friends and split it in two.  It was a bargain; ignoring the subsequent years of work! Renovations of sash windows and shutters, valley gutter lead work, lime mortar of the end terrace, and so much more, followed over the years.

It turned out the party wall used to be an external wall when the property was first built in 1805, but about a decade later the mill-owner who acquired it wanted something much more substantial. He extended the small cottage outwards and upwards into what was advertised later as a “capital messuage”. Not a property I’d ever imagined owning, but somehow we found ourselves as custodians of this beautiful property.

When we arrived there was a higgledy piggledy array of partitioned rooms created for the care home it had been used for prior to its closure. We set about restoring it to its former Georgian glory. But there is always something to do on an old house, and the journey continues. That’s why it always amuses me when people talk about ‘retrofit’ as if it is some fast and easy project, because from my point of view, maintaining the fabric of a property is always a process not an event; a process that never really ends.

We couldn’t find any way to split the existing water, gas and electricity utilities in two, externally or internally. So we had to start again with new services, that were routed in at the back of the property, so as not to impact on the Georgian front elevation. Both households were essentially starting with a blank canvas and put in completely new plumbing and gas boilers. We called our plumber ‘Danny the ferret’ because of his ability to get into impossible spaces and never leave a mess. The small new gas boiler could now heat our now separate property in less than an hour; like a Ferrari, able to go from 0 to 60 in 5 seconds. 

Little did we know then, but Danny did such a great job on the pipework and radiators that when last year we had an air-source heat pump fitted, the plumbing through the house turned out to be fit for purpose (big enough pipes in the right places). No new copper piping required except to connect the new equipment, and only one third of the double-panel (with fins) radiators he fitted needed fattening a little to be replaced by triple-panel radiators.

And those that were upsized (like the one illustrated) were a bit fatter but the same height and width, so fitted into their positions without any need to change the pumbing. This in effect increases the surface area of the radiator, allowing for a lower flow temperature to still heat the room to its target temperature.

Exploring opinions on heat pumps

While I am no laggard, I’m also generally not an ‘early adopter’ of anything, even when I believe its the right thing to do. It took me a decade longer than most to switch from a film to a digital camera because I was unconvinced they were good enough. I tend to prefer for others to learn the lessons and pass them on. I like it also when there is an inevitable reduction in costs as a market matures a little. So I did get a digital camera finally, 20 years ago now, and it’s been great, but I was hardly an advocate for ‘new tech’.

My old friend Chris runs a successful business, Yorkshire Energy Systems (YES), installing solar and heat pump systems (amongst others), and had already been giving me an education on heat pumps.  I thought we should consider one when we had to replace our existing system, but again, I was in no rush, I needed time to explore the subject.

I invited Chris down to Nailsworth to give a talk to the local climate group I helped run (Nailsworth Climate Action Network), and also invited leaders of local political parties of all persuasions from the Stroud Valleys, including the then MP for Stroud, David Drew for Labour, and the prospective Conservative candidate, Siobhan Baillie (who in a subsequent election became our MP). 

The talk went down extremely well – Chris is a brilliant speaker.

Chris later gave another talk for us online during Covid. This also went down well and was recorded, then posted on our website: What if we could all heat our buildings with renewable technologies? It addresses most of the myths you hear about heat pumps, and a number of people have told me how it helped make up their mind, and go for a heat pump.

I have a good natural science background, so I was not in any doubt about the soundness of the 19th century physics that underpin the workings of a heat pump, which we all blithely rely on every day (most people have a fridge, which pumps heat from inside the fridge to its outside). But understanding the science is rarely enough, even for ex-scientists!

While in one ear Chris was telling me that any building that can be heated with a gas boiler can be heated with a heat pump, in the other ear, other friends, including experts in insulating old buildings, told me that ‘deep retrofit’ was an essential precursor to heating an old building with a heat pump, especially an air-source heat pump. Doubts crept in.

I also cannot have been totally immune to the drip drip effect of reports on the BBC and elsewhere. Heat pumps were first demonstrated in 1830 and the theory was in place in 1852 [Note 2], yet this is what Roger Harrabin said in a 2014 report on a water-source heat pump installed to heat the historic house of Plas Newydd in Wales (science facepalm warning):

It’s barely believable that this sea water has enough heat to warm anything, it’s pretty chilly at this time of year, but yet, thanks to an extraordinary technology called a heat exchanger, it’s the sea that’s going to heat this house.

But cold water contains enormous amounts of energy. Thermal energy is just the jostling of molecules. So the water Roger Harrabin was feeling, say at 7°C, is a sweltering 280 Kelvin (on the absolute temperature scale), with no shortage of jostling molecules from which energy can be extracted. Similarly for air. If you stand in front of an air-source heat pump the air blown out is colder than the surrounding air by a few degrees, because the heat pump has extracted thermal energy from it (using the same tech that a fridge uses to extract thermal energy from anything you put in the fridge). This is more than enough to heat a home.

Yet journalists and commentators have continued to assert that heat pumps can’t heat older buildings without substantial insulation work. Our national broadcaster (the BBC) is culpable, despite its duty to “inform, educate and entertain”. Most recently, during the 8th March 2023 episode of Jeremy Vine’s BBC Radio 2 programme, the host expressed dismay that a radiator was lukewarm. What hope is there when a key programme is failing to “inform and educate” in this way. A hint: it is the thermometer in the room that tells how warm the room is, not any preconceptions on how hot a radiator should be.

Roger Harrabin, Jeremy Vine and many others in the media do a great disservice by sharing their incredulity, and repeating unfounded beliefs about heat pumps.

Why did we decide to go for it?

For us there was a stark choice we faced that forced us to stop vacillating, and certainly stop listening to the naysayers:

  • Firstly, the 25 year old gas boiler was creaking and behaving a bit oddly even after a service. There was no ‘ripping out’ as the tabloids and others emotively campaign against, merely the natural end of life that could no longer be serviced to stay in operation much longer.
  • Secondly, I had seen the data from the Energy Saving Trust, and it was quite clear that getting off using gas to heat our home and replacing it with a heat pump would massively reduce our annual carbon footprint (as I wrote about in Are Air Source Heat Pumps (ASHPs) a Silver Bullet?). This is true even after allowing for an electricity grid that was not yet fully powered by wind, solar and other alternatives to fossil fuels. As a family who wanted to do their bit to reduce the impact of our household on global warming, this was a pivotal moment. If we didn’t take the plunge now, we’d be locking in a high carbon footprint for another 20 or so years with a new gas boiler.
  • Thirdly, the idea that we must carry out extensive insulation (as the The Retrofit Academy claims) before even considering a heat pump, was simply impractical.  Even if we could have afforded the eye-wateringly expensive costs of ‘deep retrofit’, Listed Building approval would not have been forthcoming. Imagine wrapping this Georgian splendour in external wall insulation, or removing coving and panelling to somehow fit internal wall insulation.
  • Finally, at the time, the domestic Renewable Heat Incentive (RHI) was still available but due to close at the end of March 2022, so we needed to get a heat pump system in by then if we were to benefit from the scheme.

Going for it – plans and preparations

So we made the decision in July 2021 to ‘go for it!’. I prepared an outline plan, checklist, questions, etc. We wanted to do it right first time.

I prepared a plan of the house showing the floor area and volume of each room, existing radiators, etc. We bought seven digital thermometers to distribute around the house to ‘benchmark’ how it behaved with the existing gas boiler. I did calculations using current bills and ‘what if’ estimates of future gas and electricity prices to determine whether we would break even on running costs. I remember saying to my wife “gas prices are likely to go up faster than electricity prices sometime in the future. So while our running costs may struggle to compete with cheap gas today, with the current ratio of units costs, that’ll change sooner or later, as the grid gets greener”. Little did I know then that a combination of Putin and a super efficient heat pump would make it sooner, not later.

The biggest challenge was our living room with its large bay window – a thing of beauty but also a significant challenge in terms of heat loss. When the sun is up, even in winter, the room receives a lot of extra warmth (so-called ‘solar gain’), but when the sun goes down, we have to use shutters to reduce heat loss. Not ideal, but sometimes compromises have to be made.

The project forced us to finally clear out the loft. About 100 boxes from our two daughters and us needed sorting, many unsorted from when we had moved in 1998! After several dusty visits to the loft we cleared it, cleaned it, then beefed up the insulation with 300mm depth of Knauf insulation rolls.

The first thing to be grateful to the heat pump for is that it forced us to clear the loft when in our late 60s, rather than having to face it in a decade or two when our knees will have gone. It was such a relief, I can’t tell you.

We had already done what we could to reduce draughts. Our beautiful sash windows could not be replaced even if we’d wanted to. When we had a major servicing job done on them (thanks to a local firm Simply Sash Windows with expertise in historic buildings). We had discreet brushes fitted that paid back immediately with a significant reduction in draughts (when our local climate group did a local ‘retrofit fair’ we included short video snippets on our website to explore options, such as for draught proofing).

For other homes and householders there may be good reasons for carrying out more extensive insulation and other ‘retrofit’ measures. However, bear in mind that if the objective is to get off gas, and thereby reduce your carbon footprint significantly, you really should leave enough in your budget to finance a heat pump system. I discussed this in an essay Insulate Britain: Yes, but by how much? that has attracted a fair amount of mostly positive attention.

For building regulation reasons when we took on the property, we’d had fire strips with brushes fitted around existing internal doors, and it turns out this was very helpful in reducing the turnover of air in the house, and so reducing heat loss.

We contacted two companies specialising in heat pumps. My old friend Chris’s company YES in Yorkshire, and a local company CEG (Cotswold Energy Group) which was recommended to me by a customer of theirs in Nailsworth. Both firms have a proven track record of installing high quality systems (my research assured me). 

We had approval from the Listed Building Officer in August 2021 to proceed, based on outline plans I submitted for locating the external unit well out of sight at the rear of the property. The new services we got installed 25 years ago ran up the back of the building and into a boiler room that could be repurposed for the internal units required for the new system. We had a few lucky breaks like that. The new hot water tank would just fit. Another lucky break.

The surveying of the house is a crucial stage in the process and ought to be whatever heating system is installed. Overall, these were the checkpoints I ticked off on the project prior to installation:

  • Listed Building approval ✔︎
  • Electrical ‘load survey’ and mains fuse; existing 80 Amps would be fine ✔︎
  • Water pressure checks ✔︎
  • Sizing of pipework in the house ✔︎
  • Cleared loft and installed new beefed up insulation ✔︎
  • Sorted out draughts in windows and doors ✔︎
  • EPC certificate ✔︎
  • RHI requirements met ✔︎
  • Check by installers of suitability of platform outside for external units ✔︎
  • Check space inside for internal units ✔︎

We were now ready to proceed and made our requirements very clear. For example, I said I was not interested in a hybrid system with gas as a backup; that seemed a bit like buying a petrol car in 1910 and having towing arms for a horse, just in case. A few people tried that, but it didn’t catch on.

The instructions was clear: size the system properly to meet our requirements and those of any subsequent owner (including one who might have 4 teenage children who shower a lot).

The two quotes were very similar in terms of proposed design and costs. In the end, we felt that everything else being equal, going local swung it, in case we needed any call outs to sort out teething issues and future servicing. Chris felt this was an important factor to be taken into consideration.

System design

With a big enough heat pump you can heat any building that a gas boiler can heat. Geneva City Hall has been heated by a water-source heat pump since 1928, and a large air-source heat pump at Hillpark Drive, Glasgow has been heating 350 homes since 2017.

The system design followed MCS standards (Microgeneration Certification Scheme), which stipulates that the system should be able to achieve at least 21°C in living rooms, 18°C in hallways and bedrooms, and 22°C in bathrooms; and be able to do this on the nominal coldest day of the year for your location. For our system and location, that meant that the heat pump itself, and radiators, were sized to achieve these targets with a flow temperature of 50°C, when it was -1.6°C outside. The ‘flow temperature’ refers to the temperature of the heated water pumped to the radiators.

It is crucial that the assessment is done room by room. If just one large room has an undersized radiator, the room may not reach its desired temperature at the expected flow temperature, undermining expectations, for no fault of the heat source itself. In our case, only a third of the radiators

The heat pump itself must be able to achieve the peak heating demand for the whole house.

Because the largest heat pump available at the time was just short of the peak demand estimated for our home, we ended up with a so-called ‘cascade’ system, with two smaller heat pumps working in parallel, in conjunction with a buffer tank. In total, it had more peak power than we needed, but not so much as to cause an issue.

In a way, the so-called ‘cascade’ system (actually not in series but two in parallel) turned out to have the benefit that when it was comparatively warm outside, only one of these units needs to be in operation at any time. The clever electronics made sure that each one shared the work equally over the year.

The only issue was that both firms were maxed out with work because others like us were trying to get things done before the end of the Renewable Heat Incentive (RHI). In addition the Covid pandemic had disrupted supply chains for heat pumps, like everything else, so kit was also scarce.

The installation

Consequently, the installation was finally done at the start of December 2021, taking just over a week. It was a larger than normal system for a larger than normal house, but the principles are the same, whatever the property.

The twin Mitsubishi Ecodans were placed on a platform we created outside the old boiler room:

The new internal setup looked as follows:

You may think that this looks complicated, but it is not a complexity that you need to deal with or even to understand, any more than you need to understand how a modern car works. In many ways, the increase in sophistication of systems (be they cars or heat pumps) reflects their ability to be ‘easier to drive’, extremely efficient, environmentally aware, and with very little in the way of maintenance to worry about. Hardware and software combining forces!

The installation process went as follows:

  • Introduction to installation team, and logistics agreed
  • Old gas boiler and tank removed
  • Existing pipes and radiators flushed
  • Heat pump and other kit moved into position
  • Plumbing in of kit (heat pump, hot water tank, etc.)
  • Plumbing in the few new radiators required 
  • Heat pump connected to electrical power
  • Control system system installed 
  • One wireless thermostat placed in living room, set to 21°C
  • Various control setups competed
  • Setback thermostat by 3°C to 18°C between 10pm and 6am
  • Weather compensation setup
  • System put into operation
  • Radiators ‘balanced’ to ensure optimal heat distribution
  • Metering installed for flow/return heat and electricity usage
  • Certificates produced for MCS compliance

In addition to the assessor/ designer who did the design we had two plumbers who did the physical work and ‘plumbing in’ of the new kit, followed by an electrician who did the setting up of the heat pump (see ‘The Team’, Note [3]).

As it turned out, only on a few very cold days (in practice, a minimum of -5°C) did the flow temperature ever get as high as 50°C (the maximum design ‘flow temperature’ for our system). The flow temperature is best kept as low as possible, while still doing its job (see Note [4]).

The results

So how did things turn out?

We get the space heating we need and plenty of hot water. Our hot showers have never been better. We have bills that of course have gone up due to the energy crisis, but less than they would have done if we’d stayed on gas.

A key measure of the success of a heat pump installation is the performance it actually achieves in practice – as opposed to some published figure that assumes an idealised situation.

For any heating system one needs to think of the performance of the whole system. In addition to the heating system, there are the radiators and fabric of the building, because it is all these together that determine how efficiently rooms are maintained at a desired temperature.

For our heat pump, performance was assessed using the ‘seasonal coefficient of performance’ (or SCOP), which is the heat energy delivered during the year (in kilowatt-hours (kWh)) divided by the electrical energy used by the heat pump (in kWh).

For our system, the SCOP achieved in the year to March 2023 was 3.3, or 330% in percentage terms; pretty impressive I feel. That means that for every 1 kWh of electricity we put in, we get 3.3 kWh of heat out of the heat pump (2.3 kWh of this is harvested from the ambient air). By comparison, the old gas boiler was only 72% efficient, meaning that for every 1 kWh of primary energy in the gas put in we got 0.72 kWh of heat out.

This means that even though the unit electricity price is greater than the unit gas price by a factor of over 3, this is more than offset by the relative performance of the new heat pump compared to the boiler it replaced. So our running costs are less by comparison.

This result is totally at odds with the naysayers we hear incessantly in the media that they are difficult to install, won’t work on older buildings without substantial insulation measures, or will cost a fortune to run. None of this received wisdom has been true in our case.

Our experience is in line with the Catapult study (2021/22) that concluded that All housing types are suitable for heat pumps, finds Electrification of Heat project

The project has not identified any particular type or age of property that cannot have a successful heat pump installation. The suggestion that there are particular home archetypes in Britain that are “unsuitable” for heat pumps is not supported by project experience and data.

So I don’t believe our experience is in any sense exceptional or to be treated as anecdotal. Rather, it demonstrates that even in a building that is ‘hard to treat’, as the experts would call it, there is no reason an air-source heat pump cannot be successfully installed and operated, with a little care and preparation.

I hope that our story provides an illuminating corrective to the media naysayers, and others who should know better.

If it gives encouragement to those wishing to get off gas for whatever reason, it will have done its job.

If you are doing it to lower your carbon footprint, then whatever your lifestyle, it will be one of the most impactful decisions you will ever make in your lifetime.

© Richard W. Erskine, 2023

If you liked this essay, you might also be interested in Insulate Britain: Yes, but by how much?

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NOTES

[1] Burning Questions (and Answers)

Q. So can you really heat a large old house with an air-source heat pump, without ‘deep’ retrofit?

A. Yes

Q. But does it cost more to run than than if you’d stuck with a gas boiler?

A. No,  comparatively it costs less. Of course, gas and electricity unit prices have both gone up, but gas proportionally more and the efficiency of the heat pump trumps the differential in electricity-to-gas unit price. See Will my heating bill increase if I get a heat pump? another essay I have written, where I show this in detail.

Q. But it’s really expensive to install surely?

A. It costs less than a new kitchen that is mostly MDF and air, and yet we all seem happy to pay for a new kitchen that the next owner of the house will quite possibly “rip out”. The heat pump will probably last for 25 years and will over its lifetime save you more in carbon emissions than anything else, for a typical householder at least 3 tonnes of carbon dioxide per year compared to gas with the electricity grid as at present (and even more as the grid gets greener). Octopus Energy are creating a market for a low cost heat pump installation, that may meet the needs of a majority of householders, if not outlier cases such as mine.

Q. But can we go green using biogas?

A. Burning stuff is so last century! And as Prof. David Mackay said, if you have some gas it is much more efficient to send it to a gas turbine to create electricity to power a heat pump in your home than to burn the gas in your home. The same would be true of biogas, an idea that has been heavily criticised by independent expert Dr Richard Lowes , and flies in the face of the clear recommendations of the Climate Change Committee, see Note [6].

Q. Should we hold on for hydrogen boilers?

A. No. Using ‘green hydrogen’ from excess renewable electricity to make hydrogen to burn in our homes would require 6 times as many wind turbines than if we simply sent the electricity direct to home to power heat pumps. Hydrogen will be in demand in hard to decarbonise sectors including fertiliser production, etc. Anyone who gets a hydrogen boiler will be locked into expensive hydrogen. The Climate Change Committee expect hydrogen to play only a niche role in heating (see Note [6]).

Q. Did you have to change all your radiators, and pipework?

A. No. The pipework did not need changing and only 1/3rd of the radiators needed fattening a little (from 2-panel to 3-panel); their width and height were unchanged.

Q. Is it noisy?

A. Not at all, even standing close by. If birds are singing you can’t hear it at all.

Q. Can it heat hot (tap) water?

A. Yes. It does that in shortish bursts, and because the hot water tank is under mains pressure, the showers are now much better.

Q. Does it use an immersion heater some of the time?

A. Not for day-to-day water heating. It does use an immersion heater periodically to boost the tank’s temperature from 50°C (the target temperature, achieved with the heat pump) to 60°C (required to kill the organisms); no point flogging the heat pump for this little job. This deals with the risk of Legionella, which is a requirement under current regulations (even though the sealed nature of the system makes it an extremely low risk). In any typical month, the legionella ‘purge’ occurs only for a few hours overnight every two weeks. It has very little impact on the measured performance or the heating bills.

Q. But my plumber said you can’t get the water hot enough?

A. Untrue. Because who wants the hot water from a tap to be more than the new building regulation of 48°C, which a heat pump can easily achieve. Why would we want young or older relatives and visitors to scold themselves?

Q. My plumber also said that radiators never get hot enough?

A. Your plumber is mistaken. Again the new building regulations (whatever the source of heat) are that the ‘flow’ temperature should not exceed 55°C. If your room needs to get to 21°C say, then (depending on the external temperature) you may only need 35°C, 40°C or 50°C (in the most cold days), to get the room to 21°C. Not as fast as if the flow temperature was 75°C, but just as assuredly, and more cost effectively. Your skin temperature is say 34°C, so a radiator at 40°C or even 50°C might feel lukewarm, but that is irrelevant. It’s what the thermometer on the wall says that counts. Don’t touch, look!

Q. Was the project disruptive?

A. Not the fitting of the heat pump, which took just over a week. For us, the most challenging thing was clearing the loft, in order to increase the loft insulation to modern standards, and get the grant.

Q. Do you have smart controls around the house?

A. No. A well designed system (whatever the source), which includes properly sized radiators and weather compensation, will always ensure that if the single thermostat in your living room is reading the target temperature there, the other rooms will also be at their target temperature. No fiddling with controls in rooms or zones. By keeping it simple in this way, we actually can forget we have a heat pump at all. It works reliably, without us ever having to fiddle with any dials or thermostats. We just let it do its thing.

You will have many more questions no doubt, but these are typical of the ones people raise with me, so I hope the answers have proved illuminating.

[2] History of heat and heat pumps

19th Century scientists developed the ‘kinetic theory of heat’.

They established that ‘heat’ in substances was no more than the jostling of molecules, and the higher the temperature, the greater the average speed of their jostling. Not only that, but that this jostling only ceases at ‘absolute zero’, which is -273.15 degrees on the Celsius scale. So the water Roger Harrabin was feeling, say at 7°C, was a sweltering 280 Kelvin (the name subsequently given to this new scale). No shortage of jostling molecules from which energy can be extracted. A balmy -5°C for winter air passing through an air source heat pump – no problem – it being a balmy 268 Kelvin.

As has been noted:

The first working compression–expansion refrigerator (or heat pump) was built by Jacob Perkins in the 1830s. William Thomson (Lord Kelvin) first proposed using heat pumps for space heating in 1852.

For those interested in learning more about the history, Boltzmann’s Atom: The Great Debate That Launched a Revolution in Physics is a great biography of one the principal scientists who shaped this theory, and fought a long battle with naysayers such as Mach who couldn’t bring himself to believe in the existence of atoms.

[3] The Team, for our project overall were:

  • Senior manager, who provided oversight at every stage to ensure a quality delivery: during assessment, proposal, installation and hand-over.
  • The assessor/ designer. She was in her 20s, a graduate with a 1st Class degree in Geophysical Sciences who’d decided to not go into the oil & gas industry, and instead become a heat pump consultant. She did the surveying of the property, estimating heat loss for every room, and preparing a detailed design and costing for the system.
  • There were two plumbers who did the physical work, both young (also in their 20s). They first removed the existing boiler and hot water tank. They then got the units in place on the day, including a heat pump (actually two in our case) that had to be lumbered up a steep path to reach the back of the house (built into the side of a hill); a hot water tank; water pumps etc. They then connected all the pipework to the units. Because they were part of a team, these plumbers didn’t need a deep knowledge of heat pumps, just the principles of low flow temperature systems. They drained and flushed the existing plumbing in the house, and found no issues with it holding the slightly higher water pressure needed for a heat pump. Only a third of the radiators needed up-sizing to triple panel ones – and given all the dire warnings I’d heard (false as it turned out) I was pleasantly surprised by this. Once the system was operating, they ‘balanced’ the system, so heat was as evenly distributed as possible.
  • There was one electrician, who not only did the electrical connections, but also setup the controls for the heat pump(s). The so-called ‘weather compensation’ is a crucial part of the setup, as it optimises the efficiency of the system. The temperature of the water being pumped around the radiators is kept as low as needed to deliver the space heating. We also decided to have the heat pump on continuously but set back a few degrees at night. This meant that the heat pump was not having to work too hard in the morning to reach the target temperature in rooms. With our thick walls, it would not be a good idea for these to cool down too much. Paradoxically, we use less energy this way than if the system went off completely over night.

I explore the question of how we scale up capacity in heat pumps in How hard will it be to scale up heat pump capacity in the UK?, another essay of mine.

[4] Flow temperature is best kept as low as possible, that does the job

The larger the surface area of the radiator, the lower the flow temperature needed to deliver the required amount of heat. This is why underfloor heating is often able to operate at a mere 35°C. But even for a system like ours, the flow temperature can be relatively much lower than expected. For example, in the last 7 days, the external temperature has ranged from 8°C to 11°C, and the flow temperature has never exceeded 36°C.

Which is why the talk of ‘high temperature heat pumps’ to deal with difficult buildings strikes me as a non sequiter.

In any case, building regulations that came into force in June 2022 in the UK mean that all new systems must have a flow temperature no higher than 55°C, whatever the heat source, so those trying to flog high temperature heat pumps are barking up the wrong tree in my view. 

Just design the low flow temperature system properly. Job done.

[5] Performance of air-source heat pump based system

The performance for the system relates to the heat pump, radiators and the fabric of the building itself. Any one of these can influence how good the measured performance is. The performance over a given period (say a day) is calculated as the ratio of the heat energy that the system delivers (in kilowatt hours, kWh), and the electrical energy used by the system (in kWh). Because a heat pump harvests energy from the ambient environment (air, ground or water) warmed by the sun, the performamce will be greater than one (or 100%).

For space heating the performance gets less the greater the difference is between the outside temperature and the required internal temperature. We follow a common practice of calling the performance measure the ‘coefficient of performance’ (or COP) and over a whole year, calling it the ‘seasonal coefficient of performance’ (or SCOP).

A 2013 Study by Energy Saving Trust – https://www.gov.uk/government/publications/analysis-from-the-first-phase-of-the-energy-saving-trust-s-heat-pump-field-trial – reckoned that the SCOP for an air-source heat pump is typically 2.5 (or 250%), but as we have seen, it is more common to get a SCOP of over 3 (300%) in 2023, using a modern heat pump and practices.

But what about the daily performance? Well, for our system, even when it was -5°C (colder than the nominal coldest day -1.6°C) the daily COP was 2.1 (210%) and over the year, the daily COP got as high as 5.4 (540%).

The SCOP we achieved of 3.3 (330%) was extremely good, in our view.

Another way to measure performance is the kilowatt hours required to heat one square metre per annum (kWh/m².a). The average British home needs over 130 kWh/m².a, but a new house built to Passivhaus standards would need just 15 kWh/m².a. The Association of Environmentally Conscious Builders aim for 50 kWh/m².a when doing retrofit on existing buildings, with a “certifier approved exemption” 100 kWh/m².a for difficult older buildings. Their standards for doing retrofit can be found here: https://aecb.net/introduction-to-the-aecb-carbonlite-building-and-retrofit-standards/

Our building was using delivered energy of 123 kWh/m².a to heat the house when using the gas boiler. After modest retrofit ‘fabric’ measures and moving to the air-source heat pump, the demand has reduced to about 114 kWh/m².a (not far off the AECB higher “exemption” of 110 kWh/m².a, although I should stress we have not asked an AECB member to review our fabric measures). The reduction in heat loss due to the loft insulation is possibly offset by the 24/7 operations of the heat pump (with overnight setback). See the Appendix for more details.

Nevertheless, I am convinced that the gentler heating with the heat pump (rather than the wild swings we had with the gas boiler) gives rise to improved comfort and energy management overall.

[6] Heat pumps will be primary tool in decarbonising heating

The Committee on Climate Change (CCC) in their 6th Carbon Budget stated (based on very detailed modelling of scenarios, costs and risks):

‘By 2030 37% of public and commercial heat demand is met by low-carbon sources. Of this low-carbon heat demand 65% is met by heat pumps, 32% district heating and 3% biomass. By 2050 all heat demand is met by low-carbon sources of which 52% is heat pumps, 42% is district heat, 5% is hydrogen boilers and around 1% is new direct electric heating.’

Other experts agree. LETI conclude that heat pumps are a far superior option for home heating than hydrogen; see their report Hydrogen: A decarbonisation route for heat in buildings?”, LETI, February 2021

And the district heating itself can be provided by commercial scale heat pumps. Some can have a heat power rating of 48,000 kW (compared to a typical 3 bedroom home needing 6kW) – see https://www.bbc.co.uk/news/business-65321487. Since district heating will often be needed in towns which often have a river flowing through them, or are by the sea, water-sourced heat pumps can be used.

So in practice, combining the domestic and commercial/ district heat pump provision, heat pumps would eventually provide the great majority of the heat ti dwellings of all kinds.

[7] Nesta UK, ‘Heat pumps: a user survey’, 23 May 2023 is a large and comprehensive survey of user satisfaction with heat pumps. Find it here: https://www.nesta.org.uk/report/heat-pumps-a-user-survey/ and a Guardian piece about it here: https://www.theguardian.com/business/2023/may/30/heat-pumps-more-than-80-per-cent-of-households-in-great-britain-satisfied-with-system

Deputy Director of Nesta, Katy King, provided some summary points from survey on Twitter:

  • Satisfaction with heat pumps is high and, overall, satisfaction levels between heat pump and gas boiler users are very similar.
  • But heat pumps users were MORE satisfied with their running costs than boiler users.
  • People who installed a heat pump into their own home were the most satisfied (81% as or more satisfied than previous heating system)
  • When you include homeowners who didn’t commission the heat pump themselves in the sample, 73% of heat pump owners are as satisfied or more satisfied with their heat pump compared to their previous heating system.
  • Satisfaction with heat pumps is just as high in older properties – People living in Victorian houses were just as satisfied with their heat pump as people in mid-century properties or modern homes
  • As the overwhelming majority of heat pump users are satisfied with space and hot water heating, safety, reliability and noise – it’s time to put to rest outdated concerns about the heat pumps.

ACKNOWLEDGEMENTS

I’d like to thank my old friend Chris Wilde, who is Managing Director of Yorkshire Energy Systems (YES), for educating me on heat pumps over the last few years, and showing me the art of the possible. Always witty and wise, I have learned so much from Chris.

Also, thanks to the team from Cotswold Energy Group (CEG), who were very professional at all stages in the project. I’d like in particular to thank Zoe Phillips for her advice and support.

Thanks to Marilyn, my wife, for reviewing the essay and providing improvements, but most of all, for being my companion on this journey.

Any errors in the essay are all mine.

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APPENDIX – A Closer Look at the Data

A number of people have asked me to provide additional data on the performance of the system. I was keen to keep the essay accessible and non-technical but I appreciate that some readers may want more. So here it is – for those that want more!

Data prior to heat pump when house was heated by a gas boiler

Prior to the Air Source Heat Pump (ASHP), the house was heated with a gas boiler dating from 1998 (both space and water heating).

The house is a large semi-detached dwelling with a floor area of 251 m² over three floors.

Prior to 2020 we had done what we could to the house to help reduce heat loss, including:

  • fixing guttering
  • fixing lime mortar on external walls
  • adding brushes to sash windows to reduce draughts
  • in a back area fixing insulation of the pitched room of a small extension room

But as to the main building, it is Grade 2 Listed and so certain measures (such as wall insulation). As part of the move to a heat pump (and as a condition for getting the RHI grant), we did add beefed up insulation to the main building’s loft in 2021.

In 2020 the gas usage was 45,567 kWh and cost £1,409 (with an average unit cost of 3p per kWh; including standing charges).

I estimated that 94% of this was for space heating, which gives  42,833 kWh/yr for space heating. But allowing for the old gas boiler being only 72% efficient (see Appendix Note [ii]), the actual house heat demand for 2020 was less, at 30,840 kWh.

This yields a unit heating demand of (30,840 kWh/a)/ (251 m²) = 123 kWh/m².a – when comparing homes this is a very useful measure to use because one can compare two houses of different sizes if one uses this measure of energy per unit area.

Now, given one estimate for the average heat demand for UK is 133 kWh/ m².a, it seems that my old house was already doing quite well – being slightly better than the UK national average per unit area.

Data collection

Most heat pumps come with consoles and / or Apps to enable a householder to monitor energy usage and performance. The Mitsubishi Ecodan does have this capability.

So normally, finding out the Coefficient Of Performance for a heat pump over a day, week, month, or any other period, should be easy and out of the box. Our situation was unusual and more complex than most people would have to experience for reasons I will explain.

In our setup we had two 11.2 kW Ecodans, that work in parallel (what Mitsubishi confusingly term a ‘cascade’ system), so that the peak heat output is 22.4 kW, although the peak heat loss estimated was a bit less than this (at 18.6 kW when the external temperature was at the nominal coldest day of the year, at -1.6°C)

To cut a long story short, it turns out that Mitsubishi’s marketing blurb was wrong and the standard metering features didn’t work with a ‘cascade’ setup as they do for a single unit (which is the most common situation). However, Cotswold Energy Group were brilliant and remedied the situation by installing 3rd party meters to enable performance to be measured and recorded. It did mean we ended up with a slightly more complex and bespoke setup. The good news is that it all works fine and now I don’t have to worry about it – I just read the numbers off a table or graph.

The heat meters get rate-of-flow data from the pumps and temperature data from gauges that were fitted to the ‘flow’ and ‘return’ pipes. The temperature drop between the warm flow and cooler return, multiplied by the flow rate, gives an instantaneous measurement of the heat being delivered to the house (e.g. to the radiators, but when in hot water heating mode, to the hot water tank).

These are the two heat monitoring meters used:

In addition, there was a meter for each heat pump measuring how much electricity they were using:

These 4 meters were then wired up to a data aggregation unit (Teracomsystems TCW260) which does the mathematics to work out the COP for each heat pump (and for the system overall). This local wifi connected unit stores the data over time, and can be accessed by a browser to produce reports, which can be configured in different ways.

I am able to download the data into a spreadsheet to then do further analysis if the raw reports are not quite enough to answer all my questions.

I also manually read the data for a while and did the calculations manually, just to satisfy myself that the system was setup correctly to give me the answers I needed. 

In addition to the heat pump data, I also bought some digital thermometers to place around the house to assure myself that each room was reaching its design target temperature.

When doing visits of people thinking of getting a heat pump, I will get them to place their hand on a radiator and ask them “is that on?”. Oh, it doesn’t feel very hot? They often reply. I then get a thermal gun (cheap to buy – its not a camera – and a useful tool) and check the temperature of the radiator. Say, it is a typical 40°C. I then check the temperature of the palm of their hand – I typically get 34°C (a bit less than a human’s core temperature). “You see, not much different, so not surprising that it doesn’t feel ‘hot’ to touch!”. I then direct their gaze to the digital thermometer on the wall – “what does that say?”. Oh, it’s 21°C! “Indeed, just as it was designed to achieve, 40°C in this radiator is enough to heat this room to 21°C – so don’t be misled by touching the radiator and assume that tells you anything useful, it doesn’t”

By the way, there is just one thermostat in the house (in the living room). The design of the system ensures that when the sitting room is meeting its target temperature (21°C), then the other rooms will meet their temperature. So no need for thermostats or fancy controls on each radiator or in each room. I don’t even touch the TRVs. The system was ‘balanced’ by the installers, and we then just leave it alone.

The heat pump will adjust the flow temperature to deliver the right amount of heat to this and other rooms. The colder it is outside, the higher the flow temperature required and delivered. This is called ‘weather compensation’. In our system, the flow temperature never needs to get higher than 50°C. Most of the time it is a lot less than this. This ensures that the efficiency of the system is maximised (which also means the running costs are correspondingly reduced).

Needless to say, the system has performed brilliantly, thanks to the quality work done by Cotswold Energy Group in the design, installation and commissioning of the system.

We basically now do very little. No twiddling of dials. We just let the system ‘do its thing’.

Performance data for heat pump

In the year from when data was available for the new Air Source Heat Pump – from 1st April 2022 and 31st March 2023 – the total heat demand in the house was 29,689 kWh/a (‘a’ here standing for ‘annum’).

Only slightly (about 4%) less than the inferred heat demand for the pre-heat pump period (despite additional loft insulation).

Due to reduced occupancy, we estimated a slightly lower level of hot water usage, and so space heating was estimated at 96.6% of the total demand, that is. 28,681 kWh/a (see Appendix Note [i]).

In terms of unit area heat demand, that now comes to 114 kWh/ m².a

The Association of Environmentally Conscious Builders (AECB) aim during retrofit to reduce heat demand to 50 kWh/ m².a, but will allow exceptions for difficult to treat older dwellings like mine, with relaxed target of 100 kWh/ m².a. So, our figure of 114 kWh/ m².a is not too far off that relaxed target.

SCOP (Seasonal Coefficient Of Performance)

The total electricity used by the ASHP during the year in question was 8,843 kWh.

The SCOP can be calculated as ‘total heat demand’ divided by the ‘total electricity used’, which in our case was

= (29,689 kWh / 8,843 kWh) = 3.36

This is an astonishly good result for our old house. I had been told by some people to expect much worse. But Zoe had estimated accurately what to expect, and so it was gratifying to see her estimates confirmed in practice.

There is a slight error in this calculation as it does not separate out the direct hot water components (for taps/ showers). But it is only a small error as the great majority of the energy used was for space heating.

Winter COP

Ah, yes, but was it OK in winter? People will be wondering.

I have daily data on heat demand and electricity usage. Obviously this was greatest during the winter months. But interestingly the average COP (Coefficient Of Performance) held up remarkable well; remembering it is not an absolute measure of heat demand but the ratio of heat demand and electricity used.

This is what my analysis found (and is illustrated in the scatter diagram):

  • Average COP over winter months 22/23 (Dec’22, Jan’23, Feb’23), was 3.4  [note that the average external temperature was 6.2°C]
  • Design MCS coldest day for location was -1.6°C and on actual data fit line this gives a day-COP of 2.3
  • Actual coldest day was -5°C and data point gives COP of 2.

It is interesting that in summer, the COP can actually be worse in summer than in winter because, while much less energy is being used, the proportion of that energy being used for hot water rather than space heat is higher and that tends to be less efficient, so the ratio can be worse.

Overall, the winter COP was on average close to the overall annual COP (or SCOP).

Running costs comparison

My current (5th Nov 2023) flexible Octopus tariff charges 26.85p/kWh for electricity and a 52.32p/day standing charge. The gas unit pricing is 6.82p/kWh and 27.47p/day.

If this was the charge for the full 12 months, the cost would be:

(8,843 kWh x 26.85 p/kWh) + (365 day x 52.32 p/day)

= £2,565

Whereas for the same period, if we’d stayed with the gas boiler, we’d need to deliver 29,689 kWh of heat, but to do this with a 72% efficient boiler that would required burning gas with a calorific value of (29,689/0.72), 41,234 kWh, and the per annum costs of this would have been:

(41,234 kWh x 6.82 p/kWh) + (365 day x 27.47 p/day)

= £2,912

So, despite the fact that the unit price of electricity is almost 4 times that of gas (26.85/6.82), the efficiency of the heat pump combined with the inefficiency of the retired boiler more than compensates for the difference.

Of course the unit prices of both electricity and gas have risen since 2020, and even the differential in price has not improved, but the heat pump ensures we are better off than we would have been if we’d stuck with the old gas boiler.

Appendix Notes

[i] How much energy does it take to heat the 300 litre hot water tank?

The temperature in a modern unvented hot water cylinder is stratified with cold water entering from the base of the tank under mains pressure and hot water being delivered also under mains pressure from the top of the tank. The thermostat is in the upper part of the tank.

However, for simplicity, let’s work out how much energy would be needed to heat 300 litres uniformally at 40°C, up to the target temperature of 50°C.

Being careful to do housekeeping on the dimensions.

It takes 4180 joule to heat 1 litre of water by 1°C

So to raising 300 litre by 10°C (from 40°C to 50°C)

requires 4180 (joule/litre.°C) x 300 (litre) x 10 (°C) = 1.254 x 10⁷ joule

1 joule = 2.778 x 10⁻⁷ kWh

So the energy required can be converted to kWh units as follows:

(1.254 x 10⁷ joule) x (2.778 x 10⁻⁷ kWh/joule) 

= 1.254 x 2.778 kWh

= 3.48 kWh

or 3.5 kWh approx.

I used this figure as an estimate of hot water daily energy usage during the period post installation of the heat pump.

[ii] Retired gas boiler efficiency

The retired gas boiler was a Glowworm Hideaway 120B (a Balanced Flue Boiler).

I used the BRE/SAP products database https://www.ncm-pcdb.org.uk/sap/ to get the efficiency figure for this boiler, which stated a ‘SAP seasonal winter efficiency of 72.9%’ and for seasonal summer efficiency 62.8%. Given that winter was when the boiler worked hardest, I used the former figure, rounded down to 72%. Given it was 25 years old, this may have been slightly optimistic.

THE END

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Will my heating bill increase if we get a heat pump?

I was asked this question by a householder who is in the process of considering making the switch from a gas boiler to a heat pump, in part due to a desire to reduce their carbon footprint. After an exchange where I learned their current situation and thoughts, they asked:

One thing that keeps going through my mind are the electricity costs for the heat pump. We are billed for 40,000 kWh of gas, which is a lot. How much would it cost us for the electricity to run a heat pump?

Also, can we install a solar PV system that would be able to generate at least some of the electricity we need?

I replied as follows:

“It depends in part on the extent of the fabric measures you do implement, although I understand that you have decided not to execute the ‘deep retrofit’ that an architect recommended due to the huge cost, for your 17th Century home. Can I just make it clear that your architect is ill-informed in saying that deep retrofit is essential before you consider a heat pump.

No change in heat demand

“Let’s assume your current gas boiler has been operating at 80% efficiency.

That means the actual current delivered heat energy is 0.8 x 40,000 kWh = 32,000 kWh, which is then the actual heat demand! (You say that the bulk of this is on space heating, so I am ignoring the complication of the split in energy use between water and space heating, for simplicity).

Let’s assume in first instance that you don’t reduce this amount in the short term (through insulation etc.), in order to make a like for like comparison.

Let’s also assume that you achieve a SCOP (Seasonal Coefficient of Performance) of 3 (by the way, my listed house has a predicted SCOP of 3.6, so better than 3. So, for the calculation below, this can be regarded as a conservative estimate, as long as your system is professionally designed and installed; and remembering that the system as a whole may require some radiators to be upgraded).

That would imply the amount of electrical energy required would be 

= 32,000/ 3 = 10,700 kWh (rounded up)

I am going to use capped prices (as at Autumn 2022) to get a ‘worst case’ for you at least this winter.

At the current capped rate of 34p/kWh for electricity this would mean an annual cost of

10,700 kWh x 34 p/kWh = 363,800p = £3,638 using the heat pump system

The cost of using the current boiler, with 10.3/p/kWh for gas, would be:

= 40,000kWh x 10.3p/kWh = 412,000p = £4,120 using the gas boiler.

This calculation (with its assumptions) implies that the running costs would be less for the heat pump than with the gas boiler.

This might at first surprise you given the higher unit cost of electricity, but it rather demonstrates the impact that much higher efficiency has on running costs.

Obviously, this will change if/ when the unit prices change, but not necessarily in a bad way. If, as has been muted, electricity costs from renewables are decoupled from the costs of gas station generated electricity (which is dependent on world market costs, which then tends to drive up the costs of all domestically generated electricity irrespective of source. Then in future, we could see a drop in electricity, and this would be a progessive reduction as the grid gets greener and greener over time). “

After fabric measures

“It would also be different if – as would be prudent – any measures are undertaken like loft insulation to reduce heat demand. You said you planned some measures. As my essay explained, there is a trade-off between insulation (and other fabric measures) and a heat pump, which depend in part on your overall retrofit budget. All I suggest is that you leave some money in the pot to get a heat pump, but that’s not to say that fabric measures are not important, far from it.

Suppose that following loft insulation and other fabric measures you decide to implement, the actual heat demand of 32,000kWh was reduced by 20%, to 25,600kWh.

With the same SCOP, that would imply the amount of electrical energy required would be

= 25,600/ 3 = 8,500 kWh

At the current capped rate of 34p/kWh for electricity this would mean an annual cost of

8,500 kWh x 34 p/kWh = 289,000p = £2,890 using the heat pump.”

With domestic solar PV

“Solar energy peaks in summer whereas heating requirements peak in winter (but both are middling during Spring and Autumn, the ‘shoulder’ months). Nevertheless, one could reasonably expect – thanks to the ‘shoulder’ months – that the home grown electricity would reduce the heat pump running costs by roughly 25% (only a professional house survey, taking into account the orientation of panels, tree shading, etc., would answer this question precisely).”

Summary

“With your current gas boiler your annual heating costs are: £4,120

With a professionally designed and installed heat pump system and no insulation measures your annual running costs should be no more than: £3,638

With a 20% reduction in heat demand following cost effective insulation/ draught proofing, the heat pump annual system running costs would be: £2,890

With solar PV, let’s assume a further reduction in costs of 25% giving the heat pump system annual running cost of: £2,168

I hope that helps.”

(c) Richard W. Erskine, 2022

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If we can’t stop flying, can we at least stop lying … to ourselves

“Flying is only 2% of global emissions, so it’s ok to fly.” That’s what I heard from a neighbouring table in a restaurant. I didn’t have the heart to lob in a comment “Yeh, but I bet it’s not 2% of your emissions!”

The Oxfam Extreme Carbon Inequality report [1] showed that top 10% by income were responsible for 50% of emissions and bottom 50% were responsible for just 10%, so averages such as that 2% figure can conceal some important truths and not a lttle of moral hazard.

The significant warming that the planet is experiencing [2] is thereby much more of an issue currently of high consumption in the West than population growth in the global south.

We can quite easily get a feel for the numbers.

Let’s start with averages

The world emits about 40 billion (giga) tonnes of carbon dioxide a year (or 40 GtCO₂/yr) from burning fossil fuels [3].

We have a world population of about 8 billion, so the average CO₂ emissions per person is 5 tonnes of CO₂ a year (5 tCO₂/yr).

2% of that figures gives 0.1 tCO₂/yr.

Time to relax?

So what about the average flyer?

2% of 40 GtCO₂/yr is 0.8 GtCO₂/yr, or 800 MtCO₂/yr.

A Smithsonian Mag article [4] estimated that only 6% of the world’s population flew in any one year; 6% of 8 billion is 480 million people.

If we share out the 800 MtCO₂/yr of flying emissions amongst those 480 million in any year, we get 1.7 tCO₂/yr per person. Given that a UK to Madrid flight is estimated as 265 kgCO₂ (0.265 tCO₂) [5], it shows the impact that longer journeys and frequent flyers are having in pushing the average up to over 6 times this number.

Needless to say 1.7 tCO₂/yr is nearly 40% of the world’s average per person total footprint, not a comforting 2%.

What about the UK?

Pre-COVID figures suggest that nearly 50% of UK citizens fly at least once per year, and flying accounts for 7% of the UK’s emissions. However, 1% of UK residents were found to be responsible for 20% of overseas flights [6].

It gets worse

The emissions from flying become stacked higher and higher with increasing income. The top 1% globally emit a staggering 7,500 tCO₂/yr, and are responsible for half of the world’s flying emissions [7].

The takeaway message

Let’s not kid ourselves that our flying emissions are ‘small’. In the UK they are on average 7% of our CO₂ emissions but the actual emissions increases in line with our consumption, which tends to correlate with incomes.

The case for a fair system that does not penalise the least well off, and has an escalating frequent flyer levy, is now undeniable. It needs to be sufficient to disincentivise frequent flying. Whereas the incentives today are completely the opposite. Airlines reward frequent flyers with gold membership cards, priority boarding, deluxe lounges and streams of offers.

As more people in the world gain access to flying, and as the relatively easy-to-decarbonise sectors (like cars and heating) are dealt with, the percentage of emissions from flying – however you wish to measure it – will only grow.

I’m not going to tell anyone “don’t fly!”, how could I? When I was working as a consultant until my retirement in 2016 I was making 10 to 15 flights a year. I’m in no position to preach to anyone. But we have all been in denial about flying, myself included, for too long.

If we can’t stop flying, can we at least stop lying … to ourselves!

(c) Richard W. Erskine, August 2022.

References

  1. Extreme Carbon Inequality, Oxfam, https://www.oxfamamerica.org/explore/research-publications/extreme-carbon-inequality/
  2. IPCC, 2021: Summary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 3−32, doi:10.1017/9781009157896.001.
  3. See Figure SPM.4(a) in Reference [2]. This does not include the contribution from other greenhouse gases that currently make a lower but still very significant contribution as shown in Figure SPM.2 in Reference [2].
  4. How Much of the World’s Population Has Flown in an Airplane?, Christine Negroni, 6th January 2016, https://www.smithsonianmag.com/air-space-magazine/how-much-worlds-population-has-flown-airplane-180957719/
  5. Climate change: Should you fly, drive or take the train?, BBC, 24th August 2019, https://www.bbc.co.uk/news/science-environment-49349566
  6. 1% of English residents take one-fifth of overseas flights, survey shows, Niko Kommenda, 25th September 2019, https://www.theguardian.com/environment/2019/sep/25/1-of-english-residents-take-one-fifth-of-overseas-flights-survey-shows
  7. 1% ‘super emitters’ responsible for over 50% of aviation emissions, Andrew Murphy, Transport & Environment, 3rd December 2020, https://www.transportenvironment.org/discover/1-super-emitters-responsible-over-50-aviation-emissions/

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“Stuff & Nonsense” confronts climate change

One would like to imagine that Middle England might have woken up to the reality of climate change with ever more frequent heatwaves (not to mention flooding), but judging from the latest screams of derision from the usual suspects at the warnings of imminent heat stress, it’s hard to tell.

So, how do we navigate the conversation on climate change during a heatwave? 

How do we make the link between the latest extreme heat wave to climate change when we have been telling people for years that weather extremes are not to be confused with the long term trends associated with climate change?

For example, in situations such as when a US Senator held up an unseasonal snowball to ‘demonstrate’ there is no global warming, he was rightly reminded of this distinction.

I’ll get back to these questions. I wanted firstly to illustrate the challenge we face in trying to have a conversation with the doggedly unconcerned.

Stuff and Nonsense

I overheard someone in a delicatessen yesterday joking about “hilarious” letters in The Times, writing on how we didn’t need extreme weather warnings back in 1976. 

Can’t we just enjoy it? 

Chuckle, chuckle. 

Bloody nanny state. 

Helloooo … It’s called summer!

What’s the world coming to?

I wanted to ask if she knew that there were 70,000 excess deaths across Europe during the 2003 heatwave, and that just this week fires have been raging across Europe, from Portugal to Croatia, devastating many communities.

I resisted the temptation.  No, I chickened out.

It reminded me of the ‘stuff and nonsense’ sketch French & Saunders did some years back satirising Middle England’s perpetual angst over our alleged nanny state (you know, the one that gave us food banks, Grenfell, and a host of nannyish things). 

The sketch – which I cannot find on YouTube – had two portly conservative stalwarts trying to outdo each other with stories of how much pain they have endured without needing to call a doctor. Shotgun accidentally blew my foot off … ha, ha, ha, no problem!

bloody bed-wetters these days …. 

… stuff and nonsense.

It’s really no different to the ‘Elf ’n’ safety’ campaign Richard Littlejohn, Boris Johnson and others have pursued over many years in their toxic opinion pieces in the Daily Mail, Daily Telegraph, and elsewhere. This is now firmly embedded in the psyche of Middle England and a favourite source of jokes at Conservative Party conferences.

Extreme weather and climate change

Yes, we did have a very hot summer in 1976, but what does that prove? 

Whataboutery only proves that the speaker has no ideas and no grasp of the evidence.

The truth is that as with a progressively loaded dice, the odds keep changing. This is the latest from the MetOffice [1]:

“We found that in just two decades, the probability of seeing those record breaking 2003 temperatures again have become more than 10 times more likely.”

And the chances will keep increasing. Warnings like this are not new. Dr Peter Stott from the Met Office wrote in 2014:

“Updated model projections of future changes suggest that by the end of the century summers as hot as 2003 will be considered unusually cool.”

That is no longer exceptionally hot, but exceptionally cooler than the new normal.

Think about it.

The odds have increased because of our human emissions of greenhouse gases, principally carbon dioxide from fossil fuels. The odds get worse with every year we continue to emit the stuff.

I don’t think our progeny will be chuckling away in 2100 at anti-woke opinion, just despairing at the obdurate ignorance of those led us to this place.

The language of weather and climate

The British have a very well developed language of weather, which suffuses our every day encounters, our poetry, our paintings and our culture generally.

Surrounded as we are by a warm ocean, a cold pole, a European continent and, from below us, the Mediterranean and Saharan land mass, our weather can seem unpredictable.

We are less articulate when it comes to climate; barely literate.

But we have been told not to confuse weather with climate. Climatologists customarily defined climate change as a trend that could be discerned over a few decades, not a few days. 

This makes it hard to talk about any one particular event – such as the 2003 heatwave – and put it down to climate. This was a godsend to climate change deniers, who like tobacco companies before them would make the defence that this person could have got lung cancer anyway (the increased odds don’t prove that THIS person would not have got it anyway).

Of course the counter reflex of claiming that every extreme event is the result of our human emissions doesn’t convince either; our weather variability doesn’t go away in a warming world, it is just gets superimposed on a rising trend.

So, just as a pinball machine on a tilt will still produce apparently random outcomes, the biases formed by the tilt will increase the odds of some outcomes versus others. The UK is getting warmer, and that has consequences as both ends of the hydrological cycle: be it extreme heatwaves or extreme flooding. 

A new science has come to the rescue in our attempts to unpick the apparent contradictions in talking about short term weather extremes in the context of longer term climate change: extreme weather attribution.

Extreme weather attribution

It is now possible for climate scientists to put a number on a particular event and say how much more likely it was as a result of man-made global heating; 20%, 50%, 3000%, or whatever the physics and historical records together show.

This is actually not so new in its general application, as the quotes from the MetOffice above attest to. General retrospective studies on the raised chance of, say, a hot summer across the UK or Europe, have been published before.

What is relatively new is taking a specific event that may be relatively localised and ascribing odds to it, and doing this within a few days of the event occurring; of extreme weather attributions as a service.

Dr Friederike Otto is one of the pioneers of this science and approach. Her book is an unputdownable account of her journey and the implications of this work: Angry Weather: Heat Waves, Floods, Storms, and the New Science of Climate Change, 2020

Speaking of the floods in Germany in 2021 she said [4]:

“These floods have shown us that even developed countries are not safe from severe impacts of extreme weather that we have seen and known to get worse with climate change,”

In May this year, the World Weather Attribution (WWA) organisation issued [5] its analysis of the extreme / early heat wave in Pakistan/ India in early Spring, which they concluded was 30 times more likely (i.e. 3000% more likely) than it would have been without human caused global heating.

A different conversation

So what do I do next time I’m in a queue and I hear someone chuckling at the latest opinion piece in the papers mocking those concerned at climate change and the latest extreme weather event? I might try a gentle question:

“Can I ask why you think there is nothing to worry about?”

This should flush out enough to respond to with the material I covered earlier. 

It’s real, the impacts can be life threatening, and the trends mean it’s going to get more frequent and more intense. One could continue:

“Why does this have to be part of an on-going culture war?  

Why isn’t this something that should unite us, if not for our own sake, for the sake of our grandchildren?

Surely that is no laughing matter?”

. . . o o O o o . . .

(c) Richard W. Erskine. 17th July 2022.

References and notes

 1. ’New study examines chances of record June temperature’, MetOffice, 29th June 2022, https://www.metoffice.gov.uk/about-us/press-office/news/weather-and-climate/2022/climate-change-slashing-odds-of-record-western-european-june-temperatures 

2. ‘Heatwave increases’, MetOffice, 2014, https://www.metoffice.gov.uk/news/releases/2014/heatwave-increase  

3. ‘Angry Weather: Heat Waves, Floods, Storms, and the New Science of Climate Change’, Friederike Otto, 2020

4. ‘Germany’s deadly floods were up to 9 times more likely because of climate change, study estimates’, Angela Dewan, 24th August 2021, CNN, https://edition.cnn.com/2021/08/23/europe/germany-floods-belgium-climate-change-intl/index.html

5. ‘Climate Change made devastating early heat in India and Pakistan 30 times more likely’, World Weather Attribution (WWA), 23rd May 2022, https://www.worldweatherattribution.org/climate-change-made-devastating-early-heat-in-india-and-pakistan-30-times-more-likely/ 

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My Sceptical Friend

How does one speak about climate change to a friend, colleague or neighbour who is not engaged, and sceptical about the need for urgent action?

I was prompted to write this essay because I have been asked this question three times in the last two weeks, and it got me thinking.

In the local climate group I help run, we focus on positive local action. Unlike many climate groups we do not post dystopian images of the latest horror from the front line of climate impacts. This is not because we deny them but because we have found it is not the best way to engage people who are thinking about getting involved, or are avoiding getting engaged! 

They can find the scary material elsewhere, and our job, as a climate group, is to facilitate and catalyse change, through networks, conversations and projects.

But then there are some people – in every community – who clearly do not feel that urgent action is needed. So can we really avoid dealing with those sceptics?

The sceptics we are talking about here do not fit the stereotype of an ideological ‘denier’ – such as Lord Lawson – but they have often heard or read things that reassure them that action is not urgent (‘those alarmists have gone too far!’, they hear, a reassuring salve). Conservative newspapers actively dismiss the need for urgent action. 

So will facts change a sceptic’s mind?

It is well established that while facts are important, a key reason why people believe in certain things is their culture and values (I recommend reading Katharine Hayhoe on this [1]). 

If one group believes in the freedom of communities to do their own thing, free of central Government ‘interference’, there is then a perceived conflict of values with others who favour the need for regulations to promote change. The challenge is to find the common ground, the shared values.

If someone believes that the planet will work things out, with or without our help, they may be quite fatalistic about society’s ability to change ‘there is nothing we can do’. The challenge then is to show how – assuming we had sufficient agency to cause the problem – we also have the ability to prevent the worst happening.

Most people are neither deniers nor fatalists. They want a positive future for their children and grandchildren. If they can see the need for change, they can become champions for change.

Who are we talking to?

It is very easy, especially for those like me who spend way too much time on Twitter, to frame the engagement challenge in terms of those on the ideological right who have made a career out of climate science denial.  That is a mistake in my view.

Various surveys in the UK, USA and elsewhere indicate a growing number that see the need for change. Some just voted in Australia to end the reign of a right wing, climate change denying party.

The UK Government’s Winter 2021 Attitudes Survey showed that 85% of respondents were either ‘very concerned’ or ‘fairly concerned’ about climate change [2].

(Credit: BEIS Public Attitudes Tracker: Net Zero and Climate Change Winter 2021)

Even in the USA, where we are constantly reminded of the polarised nature of political debates, we find that on climate change, there is a majority of people who are either ‘Alarmed’ or ‘Concerned’ (in the nomenclature of the Yale Climate Change Communications ‘6 Americas’ [3]). 

As the authors of this report write:

There has been substantial change in the distribution of the Six Americas over the past five years. The Alarmed segment has nearly doubled in size, increasing 15 percentage points (from 18% to 33% of the U.S. adult population), including an increase of 9 percentage points from March 2021 to September 2021. In contrast, over the past 5 years only about 1 in 10 Americans have been Dismissive (decreasing from 11% to 9%). Overall, Americans are becoming more worried about global warming, more engaged with the issue, and more supportive of climate solutions.

The ‘Dismissives’ are only 9% of the US population, but often appear to be 90% of the commenters on Twitter, Facebook, and elsewhere. That is not a reason for allowing them to frame the conversation in their terms. 

Instead, we increasingly need to get off our computers and have 1:1 convivial conversations in person, over a cup of coffee, at a market stall or over the garden fence, with the majority who are genuinely curious at exploring the issues.

The ‘Why?’ question

Exploring values as opposed to just facts is a crucial part of the conversation. When someone makes a strong, provocative statement, the response should initially aim to explore the ‘why’ rather than the ‘what’:

Why do you feel that?

This might well reveal those values or assumptions that are really at the heart of someone’s feelings, and explain the anger or frustration they express. This is almost impossible to do online.

Those sceptical of the need for change are not solely on the right. There are some environmentalists who have a such a strong preference for nature-based solutions, they will find all the downsides of technological solutions, while being blind to any shortcomings of their preferred solutions.

In fact, we all need to ask ourselves the ‘Why?’ question from time to time, to question our beliefs, biases and assumptions.

A little bit of knowledge can be a useful thing

People new to climate change can be overwhelmed by its sheer complexity, and think they must have encyclopaedic knowledge to engage with people, especially sceptics; they don’t!

It does help to know some key concepts, which can be used to help guide responses to questions. A few are summarised here:

  • Civilisation and agriculture have blossomed since the end of the last ice age with a stable atmospheric concentration of carbon dioxide at 300 parts per million (ppm). In just a short period since the start of the industrial revolution, human emissions have pushed it to over 400 ppm [4]
  • There are many carbon cycles that cover vastly different timescales. Despite large flows of carbon into and out of the oceans, the flows balance each other; maintaining a stable concentration of carbon dioxide in the atmosphere. Humans are now upsetting that balance at alarming speed [5]
  • Carbon dioxide is called a ‘long-lived greenhouse gas’. The raised concentration in the atmosphere (caused by burning fossil fuels) remains raised for a very long time [6]
  • The rise in global mean surface temperatures of about 1.2°C since the start of the industrial revolution is already having impacts, and every 0.1°C of rise on top of that will increase the impacts [7].
  • All societal and personal choices have a carbon impact of some sort, but it is important to understand the full impact of any choice, over the full life-cycle of a thing or activity. We should not let a lack of perfect solutions stop us taking action [8].

How to engage with the Concerned or Cautious?

There are many different styles of engagement. This is my personal perspective, but everyone can develop their own style.

There can be a tendency to try to argue facts with people, but this can be difficult. If the challenge is based on some bad reading of a topic, and is not something you feel qualified to respond to, is that the end of the conversation? I would argue that with a questioning approach, a fruitful conversation is still possible.

Questionable challenges come in a variety of categories. Here are a few key ones: 

  • Simply fallacies of argument that require no knowledge of the facts per se.
  • ‘What about?’ type challenges that are aimed at deflecting from a core issue.
  • Misunderstandings in the nature of a system, that often ignore important aspects of the system.

These can cover quite a wide range of what one might hear at a climate stall or over a coffee with friends. Often they are combined in different ways, but usually one of these plays a central role.

Simple fallacies of argument

There are many resources that deal with critical thinking and fallacies of argument. The Greeks were familiar with many of them, and they are still used in debates. Debates and conversations on climate change are not immune to fallacies of argument.

Here is one example:

‘By far the greatest use of peat in the world is burning it for fuel, so isn’t stopping its use in our gardens really just virtue signalling?’

In such cases, you don’t need to google the actual numbers because this is a simple logical fallacy and the best way to deal with it is to substitute another example that exposes its flaws:

‘If it was true that the greatest number of wife abusers in the world is in <another country>, would it be ok to say that calling for a stop to wife beating in the UK is really just virtue signalling?’

That is obviously nonsense, but then so is the argument against stopping using peat in gardening.

There are are countless examples of the use of fallacies of argument. One advocate from a think tank that denied the need for action on climate change made a statement on TV along these lines:

‘I am not a climate denier, but this latest scientific report is saying we must reach net zero by 2050, which seems to be ludicrously exact in its timing, doesn’t it?’

This is what might be termed the Fallacy of Precision. My response would be through a progressive sequence of questions:

‘You do accept that warming will increase with more emissions?’ (if not, that reveals climate science denial)

‘You do accept that more warming will cause more extreme weather events and therefore more impacts?’ (if not, that reveals climate science denial)

‘So you accept that the sooner we make cuts the greater our ability to reduce harms?’ (if not, that reveals they don’t understand that prevention is always better than cure)

So in response to this example of the Fallacy of Precision, the key argument is:

‘It is ok to get there early; I’m happy with 2050 +/- 5 years! It is not about binaries. The longer we delay, the greater the risks. 2050 is a political planning goal, and to declare it is not saying there are no risks before that date, and catastrophe after it. The impacts are already being felt, and will increase with more emissions.’

What about?

Whataboutery is as old as the hills.

A very common one I encounter is:

‘What about China? The UK has a tiny footprint by comparison’

My personal favourite immediate response is the take the iPhone out of my pocket and ask:

‘Where do you think this was manufactured?’ (they normally guess right, yes, China)

then follow up with

‘So how do we account for the associated carbon?’ 

They realise that they have to concede that it isn’t quite so simple as blaming China, but the comeback is often:

‘Yes, but population growth is a big issue isn’t it?’

I respond that I acknowledge the issue of resource depletion, but in the context of climate change, I am concerned with the idea that we should place the blame for our situation on the poorest in the world. Africa has been responsible for just 3% of emissions, yet will be hit very badly by climate change; worse than us. At this point I often get out a pen and paper and ask if they are familiar with the Oxfam Extreme Carbon Inequality report? Most are not, so I sketch out the key figure based on the report [9]

Hand sketch by Richard Erskine, based on Oxfam ‘Extreme Carbon Inequality’ report.

‘This shows that the richest 10% of the world’s population have been responsible for 50% of carbon emissions, yet the poorest 50% have only been responsible for 10% of emissions.’

This is a great conversation starter, because it can lead in many directions:

  • historic emissions;
  • funding for adaptation;
  • per capita versus national emissions;
  • resource depletion;
  • educating girls;
  • low carbon development for poorer countries;
  • climate justice; 
  • and much more.

This is an area that is not awash with easy solutions, but it is a chance to challenge simplistic claims that population growth is the cause of the climate crisis, when in fact, consumption growth (propelled by fossil fuelled energy) is demonstrably the primary cause.

Misunderstandings in the nature of a system

Here is one example of a claim I heard recently:

‘Blue Whales eat krill and poo 3 tonnes  a day, so if we got them back to the levels in the oceans before humans decimated their numbers, we could draw down most of the carbon we emit. Problem solved’

The person involved was a huge fan of what are called ‘natural solutions’, and that is fine, as long it isn’t used to dismiss other valid solutions (which was his intention, based on other remarks he made dismissing Wind Turbines etc.).

This illustrates the immediate difficulty for someone at a climate stall in a market who is no expert on carbon cycles, whales or even the total carbon emissions emitted by humanity. But interestingly, despite those apparent shortcomings, it is possible to challenge such a claim …

… by using questions back at the questioner, using the ‘little knowledge’ I shared earlier.

It is crucial that the response is not merely a counter statement. Always start with questions. Ones like:

‘I’d be interested to read more on this idea, do you have a good source?’ (if it is simply a second hand belief that has not been properly researched, they may stumble a bit here)

‘How long would it take to build up the Blue Whale population, and would it be in time to avert dangerous global warming?’ (this may elicit a response like ‘maybe 50 years’, and the follow up might be ‘do we have 50 years?’)

‘That’s interesting, but can you explain why the atmosphere has been so stable since the last ice age, even before we started decimating the whale population?’ (this is of course a trick question, but a valid one. The whales’ contribution to carbon cycles was there 5,000 years ago, yet the carbon dioxide levels didn’t drop because of it; it was in balance)

This could lead to a co-discovery of some more information. Maybe a bit more reading on carbon cycles and so on. Maybe the conclusion will be that we need the whales back, but they won’t get us out of our current predicament.

Conclusion

These are just examples of actual encounters, but I hope they give a flavour of the approach I like to take.

Those new to climate change who want to engage friends, neighbours and others should not feel intimidated. Responding to someone who expresses certainty with questions is always a reasonable approach, that everyone can learn from. If you are part of a fledgling community climate group, you can develop your confidence by working with others when running a climate stall. Learn from others who are more experienced, and then start to have a go yourself. Practice makes better (don’t be beguiled by the illusion of perfect!).

Remember, the great majority of people out there are on your side, and even those that are not, manage to be polite when face to face, in person.

And try to reduce your time on Twitter. Yes, that’s you I’m talking to Richard!

© Richard W. Erskine, 2022

Notes

  1. Katharine Hayhoe, Saving Us – A Climate Scientist’s Case for Hope and Healing in a Divided World, Simon & Schuster, 2021.
  1. BEIS Public Attitudes Tracker: Net Zero and Climate Change Winter 2021, https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1064031/BEIS_PAT_Winter_2021_Net_Zero_and_Climate_Change.pdf 
  1. Yale Climate Change Communications ‘6 Americas’, https://climatecommunication.yale.edu/publications/global-warmings-six-americas-september-2021/
  1. Since the end of the last ice age, the levels of atmospheric carbon dioxide was stable at just under 300 parts per million (ppm), but since the industrial revolution it has risen to over 400 ppm; higher than at any time in the last 3 million years. The nearly 10,000 years since the end of the last ice age have been relatively stable, and civilisation and agriculture have blossomed in this period.
  1. Carbon cycles are just that. There are short-term cycles (like the Northern Hemisphere’s autumn and spring cycle, leading to flows of carbon into and out of the atmosphere) but also longer term ones. The longest are geological in timescale. The oceans store huge amounts of carbon in their depths, but there are chemical, physical and biological processes that mean carbon flows into and out of the atmosphere. The reason for the stability of the pre-industrial concentration in the atmosphere is precisely because a combination of these cycles has created a balance. The balance can be disrupted and changed over long periods. The current disruption is extremely fast and man-made.
  1. Carbon dioxide is called a ‘long-lived greenhouse gas’. When humans emit an amount of it into the atmosphere about half is absorbed in the oceans and biosphere, about half remains in the atmosphere, and because the the balancing cycles (and despite the fact that individual molecules may move back and forth on quite short timescales), the raised concentration in the atmosphere remains raised for a very long time.
  1. I’ve answered the question ‘Is 2°C a Big Deal?’ in another essay: https://essaysconcerning.com/2021/10/14/is-2c-a-big-deal/. According the the Intergovernmental Panel on Climate Change (IPCC), a rise in global mean surface temperatures is already having impacts and every additional 0.1°C of rise has consequences, so it is now urgent to try to avoid 1.5°C and at least 2°C. They found that the difference between 1.5°C and 2°C was huge, in terms of impacts; and the risks escalate if we go above 2°C. All policies and actions need to be judged on whether they fit into the narrowing window of time.
  1. All societal and personal choices have a carbon impact of some sort, but it is important to understand the full impact of any choice, over the full life-cycle of a thing or activity. One considers how bad one thing is, it has to be considered alongside the alternatives. We all have to live, to breath, travel to work or play, etc. and so we have to consider a ‘balance of harms’ and also, a ‘balance of benefits’.
  1. Extreme Carbon Inequality, Oxfam, 2015 https://www.oxfam.org.au/wp-content/uploads/2015/12/mb-extreme-carbon-inequality-021215-en-UPDATED.pdf 

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How hard will it be to scale up heat pump capacity in the UK?

I want to challenge the assumption that scaling up heat pump capacity in the UK is very hard. 

In many ways this belief is symptomatic of a wider malaise in the approach to skills we have had in the UK for far too long. Maybe the crisis in energy – and particularly gas – now confronting us is the jolt we needed to do a rethink.

Scaling is only hard if we still frame the challenge in the same ways we do today – in terms of number of certificates gained through further education colleges. This is not the answer. 

We need something far more like the apprenticeships of old – not those where all the money pours into the colleges, but one where the firms who are doing the real competency development through practice get a decent share of the funding.

Another implicit assumption that needs challenging, is that we need to create clones of experts with very deep heat pump expertise. I don’t think that is true (except maybe in very hard or non-standard outlier cases). In all technologies, as they mature, there is an element of de-skilling that takes place. 

An example is software, where modern tools alleviate a lot of the skills hitherto required in, for example, creating a web site. Although this can reframe the skills question, and quite different design skills can emerge (e.g. illustrators rather than coders).

Heat pumps have matured to the point where we are near to this point (but they still have some work to do to simplify their manuals further).

Finally, we need to scale up the number of heat pump SMEs (Small and Medium sized Enterprises). A massive strategic blunder would be to see the challenge as retraining 100,000 existing one-man-band boiler fitters/ plumbers, to turn them into 100,000 one-man-band heat pump fitters/ plumbers.

A new SME-led approach would put the emphasis on competency development and rebalancing the training budget, with more of the funding going towards the SMEs who can grow the right skills, and do this organically.

We may still need training colleges, but we have to accept that the current model is broken and it is not fit for purpose, and certainly not for our current emergency; their role needs to be radically transformed.

If a heat pump project is broken down into its distinct roles and competencies, the challenge becomes much easier. 

In what follows, I am assuming an air-source heat pump (ASHP) and a ‘wet’ heat distribution system (pipes and wall-mounted radiators), as this will apply for the overwhelming majority of homes that need to transition from gas boilers (to be ‘retrofitted’).

Meet the total UK team that would be needed to install 1,000,000 heat pumps a year by 2030 [1]:

  • 9,000 electricians with expertise in configuring heat pumps.
  • 4,500 assessors/ designers to assess a property, carry out heat loss calculations, and size and design the whole system (heat pump, hot water tank and radiators). This is the most critical role to ensure the overall system design performs to the efficiency expected.
  • 45,000 plumbers required to follow the designs given to them, but not to understand heat pumps in any depth.

Britain with the help of its allies trained 100,000+ pilots in WW2 in just a few  years, and many more women and men building the planes. They didn’t do that by sitting them in classrooms, trying to get them to understand aerodynamics! They got plonked into two seaters and were soon taking the controls.

We need to be honest about the malfunctioning monetised approach to technical training in the UK (actually, most ‘higher education’), and instead focus on practical skills, competency development, and real world practice / achievements. I recommend a great discussion on the issue of ‘resources not courses’ [2]. 

I asked a plumber who was part of the team that installed the heat pump in my house about his college training. He told me “I didn’t get much out of it. I only really learned what I was doing when I left college and started work, and it took a few years to gain my confidence”.

The individual tasks involved in assessing, designing, installing and commissioning a ‘heat pump system’ can be broken down and assigned to roles with the right skills.  I have outlined the project in the notes [3].

The interesting observation is that the plumber is the role which puts in the most hours on the project (to do traditional things like bending copper pipes), but requires the least level of knowledge on heat pumps. They just need to follow the design handed to them. So scaling capacity, if targeted effectively, can be very effective. I have included a skills table in the notes.

The assessor/ designer who was on the team that installed the heat pump in my house – let’s call her Chloe – was a physics graduate in her late 20s. She made easy work of the assessment, calculations and design, and putting together the proposal for the overall solution.

In 10 years, would it really be so hard to scale an SME-led model, including cross-trained electricians and plumbers, and developing a new career path for ‘heat pump assessor/ designers’ like Chloe?

Let’s not talk ourselves into defeat.

We just need to get smart, and organised, and fund the right things.

© Richard W. Erskine, 2022

NOTES

[1] Estimate of roles required for a typical dwelling


Average man-days
per house
Workforce required for 1,000,000 installation per year,
assuming 230 working days a year
Assessor/ designer14,348
Plumber1043,478
Electrician/ configurer28,696

Note that 10 man-days per house, would typically mean 2 plumbers for 5 days.

[2] Resources not courses

There are deep issues with teaching and training in the UK. The marketisation of education and training means that further education colleges are paid for accrediting students, not developing true competencies. There is a great discussion on this in relation to heat pumps at the BetaTalk – The Renewable Energy and Low Carbon Heating Podcast in the episode The Training Fiasco in Plumbing & Heating – I am certainly not claiming there is an easy way of fixing the training issues in the UK. I am simply saying we can reframe the problem through better organisations and coordination of the roles and skills.

[3] Project outline

  1. Assessment of the heat loss of the house in its given state of fabric, in order to ensure that the heat pump can deliver the peak load required, during the depths of winter. This must be done room by room to ensure correctly sized radiators in every room. Other aspects to be assessed are the existing pipework, radiators, power supply and water pressure.
  1. Design of the whole system, including the air-source heat pump (ASHP), and requirements for hot water, and radiator heat distribution. Any upgrades of radiators will be part of the design, as well as decisions on the peak flow temperature required.
  1. Installation includes several tasks. Physical installation of the ASHP and associated kit (control system, buffer tanks, etc.). Connection to the electricity supply. Connecting the heat pump sub-system to the existing pipework, and upgrading any radiators as per the design. Then ‘balancing radiators’ to ensure optimal heat distribution.
  1. Commissioning involves configuration of the controls (including ‘weather compensation’) to maximise the efficiency of the heat pump during all weathers, and enabling effective energy monitoring so that the customer can see how well the system performs over days, months and years; and finally, ensuring all the paperwork is completed with certification authorities such as MCS (Microgeneration Certification Scheme).

Each hands-on role can be addressed differently in terms of scaling capacity. We will need:

  • An assessor/ designer, who can also play the role of designer, and needs a high level of knowledge of the overall system aspects.
  • A plumber who will do pipework and deal with physical kit installation, but requires only limited knowledge of heat pumps.
  • An electrician/ configurer with high skills in the specific heat pumps installed, and their controls.

Other roles not directly involved are management, accounts, supply chain/ store manager, sales & marketing, and these are important as in any similar business, but don’t ‘scale’ anywhere near as fast as the hands-on roles.

Here is how the the hands-on roles match the stages in the project:


Assessor/ DesignerPlumberElectrician/ Configurer
Assessment

Design

Installation
Commissioning

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Fracking noises off

In the face of turmoil in the gas markets, it’s not surprising that multiple articles and opinion pieces have been pouring forth on fracking for gas in the UK – and calling for a delay to the transition to low carbon – from the same nexus of right-wingers (GWPF, etc.) who have spent years denying global warming, and deny the impacts are anything to worry about (despite the latest stark warnings from the IPCC summarised by Carbon Brief)

Not happy with denying the causes and impacts, of man-made global warming, the next stop for these bad-faith actors has been to deny the solutions. Hence the stream of nonsense attacks on EVs and Heat Pumps recycled year after year, and month after month, with increasingly shrill voices as the adoption of these solutions begins to demonstrate traction. 

Market forces guys, you should love that!

No, they will never let the science – which shows the overwhelming logic of electrification of end-use technologies – get in the way of their ideologically based opinions.

It is of course a long-running multifaceted campaign by right-wing ‘think tanks’, such as GWPF in UK and Heartland Institute in the USA, that have hitherto been successful in slowing action on climate change. Now the tide has turned in recent years, and they know that public opinion is not on their side, but that won’t stop them finding opportunities to muddy the waters.

And we are in the midst of just such an opportunity, and you can imagine them thinking:

I know! Let’s exploit the Ukrainian tragedy and crisis in gas markets – and anxieties in UK society – to double down on anti-renewables, and demand more pro-fossil fuel exploration; especially fracking. 

So their latest stunt is to coordinate articles in the Telegraph etc. and a letter from the usual suspects in parliament; some affiliated or cosying up to those very same denialist right wing ‘think tanks’.  

For those of us that are genuinely concerned about UK energy security and resilience, and a greener future that will make us more resilient in every way – food security, conserving nature, and much more – the question is: what to do?

Keep calm and carry on is my main message.

The path to net zero will continue to be bumpy. Getting off our addiction to  fossil fuels has withdrawal symptoms. A serious fight back and disinformation war from vested interests was inevitable. They see action on climate change as a threat to their illusory vision of an unfettered ‘free market’; so regulations to address harms to the environment, nature and human health are an anathema to them. Hence Trump’s attempts to eviscerate the U.S. Environmental Protection Agency.

The good news is that only a dwindling segment of the population are ‘dismissives’ (to use the nomenclature of the Six Americas), making up just 9% of US population. 

Similarly in UK, there is a majority who want action on climate change.  The latest UK Public Attitudes Tracker (BEIS, Autumn 2021), shows that 85% of the UK adults were concerned about climate change, and 87% supported renewables. Whereas only 17% supported fracking.

It’s not just the public who are sceptical about fracking, energy experts question the potential role that fracking could play in the medium term to address soaring energy prices

You can understand why the likes of Steve Baker MP, Matt Ridley, et al are becoming increasingly desperate and alarmist. Expect more heat, and even less light, from the Net Zero Scrutiny Group, GWPF, etc., and their various enablers in the media.

Give the noises off a rest guys, it ain’t working.

© Richard W. Erskine, 2022

REFERENCES

In-depth Q&A: The IPCC’s sixth assessment on how climate change impacts the world, Carbon Brief, 28th February 2022, https://www.carbonbrief.org/in-depth-qa-the-ipccs-sixth-assessment-on-how-climate-change-impacts-the-world

Why fracking is not the answer to soaring UK gas prices, Professor Michael Bradshaw and co-authors, The Conversation, 2nd March 2022 https://theconversation.com/why-fracking-is-not-the-answer-to-soaring-uk-gas-prices-177957 

BEIS Public Attitudes Tracker: Autumn 2021 https://www.gov.uk/government/statistics/beis-public-attitudes-tracker-autumn-2021 

Global Warming’s Six Americas, Yale Program on Climate Communications, September 2021 https://climatecommunication.yale.edu/about/projects/global-warmings-six-americas/ 

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Is Putin mad?

It seems bizarre that the fate of the world might hinge on this question, on the psychological state of one man, but this is where we are.

We are told that a NATO secured ‘no fly’ zone over Ukraine is not possible, because it might trigger World War III, and ultimately Mutually Assured Destruction (MAD) with an exchange of strategic nuclear weapons.

We know that nuclear weapons do not prevent terrorism, civil wars or conventional ones, and ‘great power’ proxy wars have been a scourge on the world since 1945.

Near misses between nuclear powers have been far more frequent than many realise. As Sasan Aglani states:

“A recent Chatham House report documents 13 instances between 1962 and 2002 where nuclear weapons were almost inadvertently used due to miscalculation, miscommunication, or technical errors. What prevented their use on many of these occasions was the ‘human judgement factor’ – intervention of individuals who, based on prudent assessment of situations and against protocol, either refused to authorise a nuclear strike or relay information that would likely have led to the use of nuclear weapons.”

And in the latest moment of high risk, NATO’s nuclear weapons haven’t restrained Putin; far from it.

In a sense, they have enabled him.

Nuclear deterrence is usually described in the simplistic terms parroted by politicians, and as the UK’s Ministry of Defence describes:

“Potential aggressors know that the costs of attacking the UK, or our NATO allies, could far outweigh any benefit the could hope to achieve”.

But this was the obsolete MAD strategy of the 1950s, not the more complex picture that emerged from the 1960s onwards: flexible response.

Both US and Russian military strategists were unhappy with a nuclear force that was literally incredible. They needed some way to make MAD credible, that is, to make nuclear weapons usable.

The answer was a ladder of response: the threat of battlefield nuclear weapons would cause an opposing large conventional force to think again. If that failed to deter, then medium range nuclear weapons would do the trick. The ultimate ‘deterrent’ would be strategic intercontinental multiple warhead missiles.

But this is the kind of theoretical scheme dreamt up by wonks in think tanks. It can be tested in war games but not in practice, and certainly not with Putin in the room, playing the game. 

It takes no account of accidents, miscalculation or, dare I say, one mad man who refuses to act logically.

If Putin ordered a battlefield nuclear weapon attack on a Ukrainian city that refused to submit, what would NATO do then? 

Would Putin go this far, risking that “it might trigger World War III”?

He seems to like taking risks, crossing red lines and getting away with it.

Each time, the world tutted, and looked away, even though the plan was already pretty clear. His intentions towards Ukraine have hardly been a secret. He has given many speeches on the state of the west (which have enamered him to the religious far right in the west), and the need to rebuild a greater Russia.

He clearly wants to undermine western democracies and any countries in Russia’s orbit aspiring to join them.

Putin has always been testing, probing, and seeing what lines can be crossed. 

Is Putin mad?

The problem for the west is that he only needs to appear to be mad to get away with it, and so far he’s doing a pretty good job at that.

We must hope against hope for China to restrain him, for a palace revolt, or anything to restrain his worst impulses.

And when we are through this, in however many years it takes, we must finally stop this irrational belief that nuclear weapons make us secure, and make us safer.

Post-Putin, the world will have been warned again of its folly in trusting in these genocidal weapons.

We must all work towards their total eradication.

Richard W. Erskine, 2nd March 2022.

A little background …

During the 1980s I was research co-ordinator for SANA (Scientists Against Nuclear Arms) and on their National Coordinating Committee. It became SGR (Scientists for Global Responsibility) and remains very active, with many great reports and research on nuclear weapons, non-military research careers, climate change, and much more. SGR’s work on nuclear weapons contributed to the International Campaign to Abolish Nuclear Weapons (ICAN), who went on to win the 2017 Nobel Peace Prize.

Please visit SGR’s website and donate towards their important work. 

This essay is a personal piece with a personal viewpoint, as I am just an ordinary member of SGR these days, but I continue to support their great work.

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Musings from the loft clearance: nuclear weapons, climate change, and denial

Clearing out over 40 years of files can throw up so many surprises and emotions. This box contained files from the 1980s when I was in my spare time research coordinator for SANA (Scientists Against Nuclear Arms).

One file, preparatory work we did for a local authority preparing a report on the likely impacts of a nuclear attack (countering the whitewashing ‘Protect and Survive’ from the UK’s Home Office). I wrote a program that ran on an Amstrad 8256 to do the maths on casualties.

We helped several local authorities to speak truth to the powers that were telling people to whitewash their windows! The group became a kind of research group for the peace movement, often working quietly from bedrooms and offices, trying to make a difference.

Meanwhile those in the front line – those brilliant Greenham Women – faced the reaction of those who turned fear into hate, stirred by the same media outlets who today pour scorn on those demanding action.

Where is the statue to those brave ladies I muse, as I flick through another file full of newspaper cuttings?

Another file on readings of psychological responses to the nuclear threat, which I summarised on a one pager. Some of the insights seem universal. Denial is a complex condition, and I always cringe when those in denial on climate change feel they are being linked to holocaust denial.

The truth is that most of us are in denial much of the time, because we’d go crazy otherwise. But there are consequences to this.

In my life I stepped back from active work on the nuclear issue to focus on family and career. Burnt out you might say, and needing a break.

Only in my retirement did I wake up to climate change, after reading Naomi Klein’s ‘This Changes Everything’, and then hearing her speak in Cheltenham. That was quite the kick up the proverbial!

The nuclear threat has not gone away and Russia is now escalating the risks. C.E. Osgood said

“the policy of mutual deterrence includes no provision for its own resolution”.

The risks are pretty binary.

Climate change is different despite some who suggest otherwise (its scales of damage, creeping past us and towards us), but the psychology has common threads.


People ask why decent cultured Germans did not stop the Nazis. Their denial was much more relevant to our current situation than the denial of neo-nazis regarding the holocaust, or the denial of dangerous man-made global warming by the self-appointed ‘contrarians’ who control the right wing media.

It is not that people are intellectually ‘in denial’, any more than a smoker who knows very well the health risks. It is the emotionally centred denial that puts off action.

People are worried about climate change and want action taken – overwhelmingly they do, as studies clearly show – but they have been unable to get beyond that numbing inability to turn wishes into actions. It all seems too much.

As Sandman and Valenti said in relation to the nuclear threat: People are neither apathetic nor actively terrified, but they are psychologically numbed.

The “don’t make a fuss” narrative is alive and well, and soon to be brought into law by our Home Secretary Priti Patel.

But those who did and do make a fuss – The suffragettes, Greenham Women and XR – had the same energy, the same moral outrage which we too often keep bottled up. It hasn’t escaped my notice that it is often women who are the first to step forward, to speak up.

Being polite and “reasonable” can do a lot but rarely is enough to shift powerful forces using propaganda to manipulate public sentiment (to aid in the process of mass denial).

The great psychologist Dorothy Rowe said, in relation to Bomb that we need to convert anger & depression into hope and action. Protest is never enough.

E.L. Long wrote in 1950 in relation to nuclear threat

“scientists had overestimated … power of their message to reform a culture that has ignored other seers and prophets for many ages”.

Only positive visions and futures can change the psychology of mass denial on climate change. Nuclear threats are oddly more intractable, but ought to be simpler, to resolve.

On climate change I veer between despair and optimism, but as many wise heads have said, hope is important, but much easier to sustain if coupled with action: engaging with the community, local counsellors, national politicians, businesses and the rest.

As Katharine Hayhoe replies when asked “what is the first thing I should do about climate change?”

“talk about it!”

with family, friends, colleagues.

Those forces who want to delay action, are happy to have a psychologically numbed populace. Talk and engagement is a great antedote. Telling your counsellors and parliamentary candidates that your vote depends on them demonstrating they really mean action, is another. We all have agency in some or many forms.

Now, I must get back to clearing more of those boxes and piles of papers, no doubt uncovering more memories, triggering more musings.

(c) Richard W. Erskine, 2022

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The Catch-22 of COVID-19

Many MPs have tonight voted against measures to protect public health. 

A majority of these did so in the name of freedom, in denial that the fast spreading Omicron variant of Covid-19 is any worse than seasonal flu. Freedom trumps all, according to these ‘contrarians’. The market is king, and the market solves all problems, so the main job of Government is to enable business to do its thing.

As is well documented, ‘doubt is our product’ is the motto that tobacco executives secretly adopted in the face of the unequivocal risk from smoking revealed by scientists, and is now the reflex modus operandi of the anti-science contrarians working assiduously to undermine experts.

It is always the same people. Whether it be smoking causing lung cancer, CFCs causing a hole in the ozone layer, action on climate change, or health measures during a pandemic, those anti-science contrarians will be voting against any regulations to protect people. 

Of course the Catch-22 for those working on actions to avoid the worst, is that for the contrarians, they will use any such success as evidence that the worst projections were an exaggeration in the first place!

You fixed the roof – so all those dire warnings of an impending leak in the roof if it wasn’t retiled were just scare-mongering.

You banned CFCs, and the ozone layer is repairing – as we said there would be no dangerous levels of UV radiation.

You fix some dodgy code (the Millennium or Y2K bug) so the programs would still work after the year 2000 – You see, it was not a problem after all.

You enacted measures to reduce human contact during a pandemic – We told you, the NHS would not be brought to its knees.

You set out actions needed to avoid dangerous man-made climate change – You doomers, the dangers are exaggerated and we should wait to see who is right.

To prove the point, the public officials and experts would have to not act, to let things rip, so that disaster then strikes, and they can then say ‘told you so!’ – but of course they do act.

But the contrarians rarely totally prevent action being taken – even with the worst Governments – but they can effectively delay it.  They are good at that.

Many deaths that could have been avoided result from these delays. There is no freedom for them or their bereaved families.

(c) Richard W. Erskine, 14th December 2021

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Is 2°C a big deal?

First posted 2021. Note [12] added 19th July 2023. Doesn’t change the argument and evidence for increased risk of extreme events as global / regional average temperature increases, but adds nuance to Hansen’s claim of fattening of the tail

Alok Sharma, President for COP 26, told a recent meeting:

“Every fraction of a degree makes a difference”

Reported by  Shaun Spiers, Executive Director of Green Alliance UK, on Twitter (@ShaunSpiers1, 5th October 2021.  

Alok Sharma talked powerfully of the real impact of climate change across the world. Richer countries have a moral duty to act, and it’s in their self interest. 

Roger Harrabin, the BBC’s Energy & Environment Analyst since 2004, responded:

“This is such a hard concept to get across. @AlokSharma_RDG is right – every fraction of a degree really does matter. But how to you explain that to the public who may not even take off a layer of clothing for  two degrees?”

I would direct Roger and anyone else seeking an answer to Katharine Hayhoe, who is the supreme master of communication on such questions. Her short video “What’s the Big Deal With a Few Degrees?” answered the question in a very accessible way.

1°C is already big deal

As Katharine Hayhoe concludes, the Earth is already “running a temperature”, and on Twitter said:

“Using our body temperature is one simple and surprisingly relevant analogy. A fever of 2°C has significant, noticeable, and if sustained long-term, dangerous impacts on our health & well-being.”

The Earth System is very complex, and so is the human body. Part of this wonderful complexity is the ability to self regulate. Under normal conditions this manifests itself as a stable system in dynamic equilibrium, albeit with minor variations and cycles (such as the seasons and mentrual cycles).

Since the end of the last ice age, the concentration of carbon dioxide in the atmosphere, and hence the global averaged temperature of Earth (not to be confused with weather), has remained remarkably stable, despite large flows of carbon associated with the carbon cycle (which tend to cancel each other out). Human civilisation and its agriculture have emerged over 10,000 years, benefiting from this largely stable climate.

Human emissions since the industrial revolution about 200 years ago have now increased carbon dioxide concentrations in the atmosphere by 1/3rd from 280 parts per million to 414 ppm [1]. This is level is more than at any time in the last 2 million years [2]. 

This is already causing a major disruption in the delicate balance that has existed in pre-industrial times, and we are already seeing the impacts in the increasing frequency and severity of extreme weather events. Each fraction of a degree is important in limiting the damage.

To explain what seems at first to be such a surprising consequence from such a small change is important to realise a few things:

  • the land on Earth is under 30% of the total surface area, and the ocean’s temperature is moderated by the heat capacity of a large volume of water, so land is proportionally more affected.
  • as was predicted in 1967 [3], there is proportionally more warming as you move towards the poles.  This not only warms high latitude regions, but disrupts the jet streams that help drive weather patterns at lower latitudes.
  • the rises in temperature are not evenly spread around the world and in a cruel twist, many regions which are the poorest and least responsible for emissions will face the worst impacts.
  • a shift in the averaged temperature hides a massive increase in the chance of weather extremes.
  • at both extremes of the hydrological cycle (dry regions and wet regions) there is a tendency to magnify these extremes (dry regions get drier, wet regions wetter).
Adapted from Hansen & Sako (2016, 2020) (also see note [12])

Even with ‘just’ a 0.9°C increase (relative to pre-industrial, this is a 1.2°C increase) in a global mean surface temperature between the 1951-1980 average, and 2009-2019 average, Hansen and Sako have  shown [4]: 

  • hot summers on land in the Northern Hemisphere already occur twice as often and, 
  • extremely hot summers (like 2003) already at least 200 times more often   

As Katharine Hayhoe explained, a 1°C rise in GMST is an enormous amount of energy. 

The difference between a 1.5°C rise and a 2°C rise is highly significant. The IPCC’s 1.5°C Special Report [5] [6] showed a number of ways in which the impacts of 2°C are significantly magnified compared to 1.5°C:

“At 1.5 degrees Celsius warming, about 14 percent of Earth’s population will be exposed to severe heatwaves at least once every five years, while at 2 degrees warming that number jumps to 37 percent.”

Humanity has left it so late to act that avoiding 1.5°C is now well nigh impossible (according to the IPCC), but we can still decide and act to keep below 2°C, and must avoid the increasingly dangerous higher temperatures.

We are warming very fast

Climate change is happening in a mere flick of the fingers on geological timescale.

Going back as far as the emergence of Homo Sapiens less than 300,000 years ago, the rate of increase in carbon dioxide levels has never been this fast, and the global mean surface temperature has never risen this fast.

It got me thinking about how to articulate why the current rate of change is truly unprecedented.

It is important to note that there is usually an initiating cause of a global warming episode in Earth’s deep past – such as orbital changes that provide the drum beat for ice ages, or even earlier, extreme volcanism. But the main cause of the warming has without exception, since life has existed on Earth, been the release of greenhouse gases. These have been principally carbon dioxide and methane released over thousands of years (short on geological timescales).

Our current situation is quite different for 3 reasons:

  • The initiating cause and the main cause are one and the same: human caused emissions of carbon dioxide from fossil fuels (3/4 of the problem) and emissions of greenhouse gases from agriculture (1/4 of the problem).
  • The period over which this is occurring is an instant in geological terms, just 200 years or so since the start of the industrial revolution,
    • whereas for the exit from the last ice age, it took 8,000 years [8]
    • another analogue to the current fast warming is the PETM (Paleocene–Eocene Thermal Maximum) with an initial burst of greenhouse gases and warming over a period of between 3,000 and 20,000 years [9]
  • Human choices are the ultimate cause, and we can stop it.

Currently we have warmed by about 1.2°C in less than 200 years. 

The rate of increase in carbon dioxide concentrations is a useful indicator of risk, because it is the doubling of concentrations that give rise to an increment of warming of about 3°C. Only by stopping emissions can we stop further warming.

The rise in CO2 concentrations averaged over 200 years is 0.67 part-per-million per year (ppm/yr), which is unprecedented. The PETM higher rate of rise of 0.42 ppm/yr comes close, but the exit from the last ice age is much slower, at a rate of 0.01 ppm/yr.

If we continue on the high emissions path we are on, we could reach 4.4°C of warming (3.3°C – 5.7°C range, relative to pre-industrial) [10]. 

This results from a further increase on carbon dioxide concentrations at a rate of 9 ppm/yr [11], which would far exceed even the upper estimates of the rate of increase during the PETM.

I have summarised all this in the following table.

Rate of change of carbon dioxide concentration currently compared to prior events (Richard Erskine, 2021)

I wonder how anyone can imagine we are not in a climate emergency looking at this table.

(c) Richard W Erskine, 2021.

[correction – I transcribed the wrong numbers from the table to the narrative for duration of PETM pulse – now fixed]

. . . o o O o o . . .

Notes 

  1. See atmospheric Carbon Dioxide (CO2) levels, 1800–present, https://www.sealevel.info/co2.html  (original sources NOAA and NASA).
  2. The IPCC states “In 2019, atmospheric CO2 concentrations were higher than at any time in at least 2 million years” (in Ref. A, section A.2.1)
  3. Manabe and Wetherald in 1967 published results using the first full model of the greenhouse effect including radiative, convective, and other key aspects, to model the greenhouse effect on earth (Manabe having received a share on the 2021 Nobel Prize in Physics for his contributions)
  4. James Hansen and Makiko Sato published estimates in 2016 (Ref. B). These have now updated in 2020 in, see http://www.columbia.edu/~jeh1/mailings/2020/20200706_ShiftingBellCurvesUpdated.pdf 
  • Hansen and Sato use baseline 1951-80, which is 0.3°C above the accepted Pre-industrial baseline. So the 0.9°C of warming to date, is equivalent to 1.2°C relative to pre-industrial.
  1. See IPCC Reference C, and and useful summary by NASA, Reference D.
  2. Global Warming of 1.5C, A Special Report by the IPCC https://www.ipcc.ch/sr15/ 
  3. During a much earlier period in geological history, about 56 million years ago, when the world was already warm and ice free, there was an event that lead to extremely fast (in geological terms) warming. It is called the Paleocene–Eocene Thermal Maximum (PETM). This is described by the IPCC as follows (Ref. A):

“A geologically rapid, large-magnitude warming event at the start of the Eocene when a large pulse of carbon was released to the ocean-atmosphere system, decreasing ocean pH and oxygen content. Terrestrial plant and animal communities changed composition, and species distributions shifted poleward. Many deep-sea species went extinct and tropical coral reefs diminished.”

  1. The Last Glacial Maximum was 23-19 thousand years ago (Reg. A). The current period of interglacial temperatures has lasted 10-11 thousand years. I take 19-11=8 thousand years are the period of exit from the last ice age.
  2. For PETM, numbers taken from IPCC (Ref. A) are: 900->2,000 ppm CO2 (sect 2.2.3.1); 0.04-0.42 ppm CO2/yr(Table 2.1) and estimate of 5°C (4°C – 7°C  range) globally averaged warming (sect 2.3.1.1.1). Although a new study (Inglis (2020) suggests greater warming.
  3. The SSP5-8.5 high emissions scenario gives rise to a warming of 4.4°C [3.3°C – 5.7°C range] relative to pre-industrial by 2100 (see Table SPM.1 in Reference A).
  4. Box TS.5 in Ref. A indicates SSP6-8.5 would have cumulative emissions of 11,000 GtCO2. But Figure SPM.7 has 38% of these emissions absorbed by ocean and land/biosphere, so 0.62*11,000=6,820 GtCO2 CO2 remains in atmosphere (for a long time). Now Mackay noted “A useful way to calculate things is to remember that 127 part per million (ppm) of CO2 in the atmosphere equates to 1000 GtCO2”, so 6,820 GtCO2 equates to 6.82 * 127 = 866 ppm CO2. We need to add that to the pre-industrial level of 280, giving a total 1146 ppm CO2. Now, dividing this by 80 years (2020 to 2100) gives 9 ppm CO2 per year on average. Note that this case includes high GHG emissions, but also incorporates a reduced level of take up of greenhouse gases in the oceans, land and biosphere (something that many who criticise this scenario as ‘pessimistic’ fail to grasp).
  5. The question of not whether Hansen is correct in seeing not just a shifting of the distribution (which is undeniable) with increased risk of extreme weather. This may surprise some but is basic statistics, and a long expected result, as shown, for example in the IPCCs 4th Asessment Report (2007) , buried deep in the Technical Summary Box TS.5: Extreme Weather Events. The question is whether Hansen is right in seeing a change in shape of the distribution (fatter tails, or in maths speak, a change in the standard deviation). This was challenged by one author (see Ref. E). However, to reiterate the key point: this doesn’t alter the fact that we will expect an increasing level of extreme weather events as the ‘mean’ temperature increases.

References

A. IPCC, 2021: Summary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu and B. Zhou (eds.)]. Cambridge University Press. In Press.

B. James Hansen and Makiko Sato (2016) Environ. Res. Lett. 11 034009

C. Global Warming of 1.5C, A Special Report by the IPCC https://www.ipcc.ch/sr15/

D. Alan Buis, A Degree of Concern: Why Global Temperatures Matter, NASA, 19th June 2019 https://climate.nasa.gov/news/2865/a-degree-of-concern-why-global-temperatures-matter/

E. ‘Increased variability?’, ‘Tamino’, Open Minds blog, https://tamino.wordpress.com/2012/07/21/increased-variability/

. . . o o O o o . . .

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UK Hydrogen Strategy


The UK’s first hydrogen strategy was issued this week. It caused a lot of heated debate.

This is in the context of the latest IPCC Report. Commenting on it Dr Emily Schuckburgh noted in Carbon Brief:

“Ever more certain, ever more detailed. That’s the brief summary I would give the AR6 WG1 summary for policymakers (SPM). Once again it provides a comprehensive chronicle of extreme weather induced by climate change and the risk of catastrophic future impacts. It estimates the remaining carbon budget from 2020 for a reasonable chance (67%) of limiting warming to 1.5C is 400bn tonnes of CO2 (GtCO2). With global emissions in 2020 of 40 GtCO2, this re-emphasises that this decade is critical”.

There is no dispute that hydrogen will play an important role in decarbonising some areas of the economy, especially hard to deal with ones like steel and fertiliser production.

But the report is a little disappointing in sitting on the fence on a number of issues, notably transport and heating, where there is doubt as to the role hydrogen will play. The report says (p. 62):

“Before hydrogen for heating can be considered as a potential option to decarbonise heat in buildings, we need to generate further evidence on the costs, benefits, safety, feasibility, air quality impacts and consumer experience of using low carbon hydrogen for heating relative to other more established heat decarbonisation technologies.”

And (p. 65):

“We recognise that the longer-term role for hydrogen in transport decarbonisation is not yet clear, but it is likely to be most effective in the areas where energy density requirements or duty cycles and refuelling times make it the most suitable low carbon energy source. 

But despite these sensible cautionary words, the report goes on to try and give the impression that domestic heat and transport are still in play, given more research. But are they?


In the area of cars, many car manufacturers have halted or are cutting back R&D on hydrogen fuel cell cars. One of the issues is the relative inefficiency compared to Electric Vehicles (EVs), but building out the infrastructure is another concern.

“You won’t see any hydrogen usage in cars,”

said Volkswagen chief executive Herbert Diess, speaking to the Financial Times, adding that the idea of a big market for hydrogen fuel cell vehicles is …

“very optimistic … not even in 10 years, because the physics behind it are so unreasonable,”

For heating, if we were to use ‘Green Hydrogen’ (created via electrolysis using renewables) to heat our homes, it would require nearly 6 times as many wind turbines compared to directly using the electricity to power heat pumps (which harvest ambient energy in the environment, and so are much more efficient) [1]

The Committee on Climate Change rather highlighted this in their 6th Carbon Budget where they state (for their ‘balanced pathway’):

“By 2030 37% of public and commercial heat demand is met by low-carbon sources. Of this low-carbon heat demand 65% is met by heat pumps, 32% district heating and 3% biomass. By 2050 all heat demand is met by low-carbon sources of which 52% is heat pumps, 42% is district heat, 5% is hydrogen boilers and around 1% is new direct electric heating.”

Or as Professor Cebon said in the Financial Times:

“Hydrogen should be used only as a last resort for sectors that have no option to electrify … Directing public funds towards hydrogen in sectors that have  more effective alternaive solutions is a mistake”.

In other news, Octopus Energy will soon be making a major announcement on heat pumps (they have been teasing the market on Twitter), and are expected to offer a much reduced cost for components and services, to provide a mass market offer. If the Government comes through with an up front grant of several thousand pounds for installation of heat pumps (air source), to replace the Renewable Heat Incentive (which expires in March 2022), this could be a game changer (in terms of mass adoption).

It has been a turbulent week for hydrogen. 

Chris Jackson, chair of UK Hydrogen & Fuel Cell Association Chair has stepped down owing to the Government’s continued support for ‘Blue Hydrogen’ (derived from natural gas, and which involves burying a by product, carbon dioxide, using a method called ‘carbon capture and storage’ that has not yet been proven at scale, but is being pushed by fossil fuel companies like Shell). Chris Jackson said:

“I would be betraying future generations by remaining silent on that fact that blue hydrogen is at best an expensive distraction, and at worst a lock-in for continued fossil fuel use,” 

It feels like the debate over hydrogen will continue, just as it has been for decades, with fossil fuel interests continuing to try to shape the debate in their favour, with arguably far too much influence in policy circles.

In the meantime we need to decarbonise fast, and we don’t have time to waste – just 10 years to put a serious dent in emissions as the IPCC has indicated. Do we really have the time to keep kicking the hydrogen can down the road?

They say the market will decide.

The good news is that for both cars and heating we have electrification solutions (EVs and heat pumps) available, and they are growing in popularity.

Maybe the market already has decided.

(c) Richard W. Erskine, 2021

Notes

[1] “Hydrogen: A decarbonisation route for heat in buildings?”, LETI, February 2021, https://www.leti.london/hydrogen

(based on original work by Professor Cabon – see https://www.gshp.org.uk/Hydrogen_for_Heating.html )

Figure from the above report. For ‘Green Hydrogen’ we would need a factor of 270%/46% more renewables generation to match the heat provided by heat pumps, that is, nearly 6 times as many off-shore wind turbines operating in winter when we need the heat, for example.

. . o o O o o ..
 

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Is individual behaviour the solution to climate change?

The short answer is: no and yes.

There is a lot of debate about the role of individual actions in relation to climate change. Allegra Stratton was rightly mocked for suggesting people should refrain from rinsing plates before they are put in the dishwasher. Michael Mann makes a much more serious point, saying that fossil fuel interests – having moved on from climate science denial – are,

“trying to convince people that climate change is not the result of their corporate policies but of our own individual actions” (Scientific American, January 12, 2021)

And of course, Michael Mann does not say that behaviour change is unimportant, but it should not be used to distract us from the much bigger actions that large organisations (especially fossil fuel ones), supply chains and Governments must take.

Whilst others stress the importance of systems change, and the coupled role of behaviour change. Lloyd Alter writes that behaviour change is important:

… because we have to stop buying what the oil and car and plastics and beef companies are selling; If we don’t consume, they can’t produce. It makes a difference; I vote every four years, but I eat three times a day.” (Treehugger, May 11, 2021)

And we have to recognise there are limitations to personal actions when not supported by the system. If I want to ditch the car and take an EV bus to go to work 10 miles away, I cannot do that if there is no EV bus (and maybe no bus at all, at the times I need them).

So, at whatever scale we look at it, and through whatever ‘lens’ we choose, we see the connectedness of actions by individuals, businesses, public institutions, local government, national government and multi-nationals.

I want to show at the scale of a town, how we might think about the power that resides in the hands of individuals; and they can possess multiple persona. Yes, they are consumers, but they are so much more. They are voters, employees, church-goers, parents, children, neighbours, and so much more.

If we break the silence and talk about climate change – not the science but what it can mean in terms of progressive action – it’s amazing how easy it is to start a conversation.

We need to think about the ‘agency’ that individuals possess, within the network of actors in a local community. The influence they have is much more than the narrow framing of consumerism. We see a richer systems view of influence and reinforcing feedbacks, with multiple actors involved, and individuals taking on a variety of personas. Here is a little illustrative doodle I created:


Each of these actors can be self-reinforcing too. The householder can influence a neighbour, just by chatting over the fence (I left out these little looped arrows, to avoid making the schematic too busy).

A climate action group (not shown) can – if it is being effective – engage with all the actors in this schematic by various methods and channels, by networking, engaging, and promoting interactions between them.

For example, holding a fair on house retrofit, and inviting relevant businesses, community groups, councillors and the local member of Parliament. If you don’t ask, you don’t get, my mother used to say!

This does not mean that personal action is unimportant – far from it – but when it can be seen as part of a collective goal to promote changes throughout the system, it is far more powerful. While personal actions today might only impact a fraction of the UK’s carbon footprint directly, indirectly it can have a much greater impact. System change (access to low carbon transport, help with decarbonising heating, etc.) together with personal choices is of course where we need to get to for a high impact on emissions.

The individual will also begin to realise the agency they have to promote not just change, but system change.

(c) Richard W. Erskine

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When does it make sense to switch to a heat pump?

Chris Mason on BBC News at Ten (tonight, on 9th August 2021, the day that the IPCC published the science part of their 6th Assessment Report) stated that (in relation to heat pumps):

“you need lots of insulation to make them work”.

This is completely false: you can heat any building with a heat pump that you can with a gas boiler. Why do BBC reporters keep repeating these myths?

In fact, and in the context of the IPCC report, if one’s main concern was the household carbon footprint, a heat pump would be the first thing anyone would do, as I showed here (given the diminishing carbon intensity of the UK’s electricity grid).

The counter argument commonly used is that the costs of running a heat pump (given today’s unit price for electricity) is unaffordable unless there is huge levels of insulation. Of course if we had a fair fight between gas and renewables, electricity prices would come down relative to gas.

But simple maths shows that even at current gas and electricity prices, if one were to replace an old 70% efficient gas boiler with a modern air-source heat pump (ASHP), then the running costs would not be any greater, with only modest insulation measures, as shown here.

A heat pump can heat any home that a gas boiler can. But it makes no sense to try to heat a barn – with a heat pump or a gas boiler! Insulation and draught reduction make sense – and help improve the comfort of a building – and so ‘fabric first’ is an important message. This leaves open the question: how much insulation a householder considers before they invest in a heat pump?

Depending on how an individual wants to spend their retrofit budget, there will be a cross-over point where acquiring an ASHP will trump any further increment in fabric spending. Adding fabric measures will reduce the size of the heat pump required, but only to a point, as there are some base costs for the system, and we need hot water whatever the state of the fabric.

There are small and large houses, well insulated ones and leaky ones. How do we make sense of the numbers?

A useful metric is the heat energy required to heat one square metre of a home per year (this is measured in kilowatthours per metre square per annum, or kWh/m².a). The average UK house – because our historic housing stock is quite leaky – requires about 130 kWh/m².a. The Association of Environmentally Conscious Builders (AECB) aims, when insulating homes, to reduce this measure to 50 kWh/m².a, although might accept as much as 100 kWh/m².a in the case of (say) a Listed Building. A new build Passivhaus aims to achieve just 15 kWh/m².a.

It is easy to work out what figure currently applies to your house.

Look at your annual energy bills. If heated by gas look at the kWh total for the year. Make a guesstimate for how much of this is space heating, say 80% in the current case. Now divide this figure by the floor area of the home. The question then to think – with the help of a retrofit assessor – how far you can reduce this number.

If you currently have poor loft insulation, then fixing this is relatively cheap and has great pay back. Similarly for cavity wall insulation, and for reducing draughts from doors and windows. You don’t need to rip out your sash windows and replace with double glazing; window brushes, and secondary glazing can make a great contribution with a modest investment. Pragmatism is often required, when assessing where you can get the ‘biggest bang for your buck’.

The other key idea is to think in terms not of ripping out things, but taking opportunities when they arise. So, if a new kitchen is being fitted, then why not use the opportunity to insulate that cold back wall, and maybe even consider underfloor insulation and heating? This is why retrofit can often best be seen as a journey to be followed over a number of years.

What follows is an illustrative schematic showing the balance between the money spent on fabric measures (solid line) and what would need to be spent on an ASHP system at a given level of heat demand. As the heat demand reduces (as a result of fabric spend), so does the cost of the ASHP system (including the heat pump and radiators). The schematic envisages a 4-bedroom semi-detached house with solid walls and poor insulation that is hard to treat, and starts (at the left hand side of schematic) with a terrible figure of 200 kWh/m².a [the numbers are illustrative only – each house is different]:

We then start to move from the left towards the right. Spending even modest money on fabric will mean that the size (and cost) of the heat pump system you might buy progressively reduces (e.g. there is a big drop if one moves from a cascade heat pump system to a single heat pump).

At some point, the marginal cost of incremental insulation will rise above the cost of an ASHP (when the solid line cross the dashed line). For example, replacing all the windows with double or triple glazing is a non-trivial expenditure.

And of course, to try to turn a leaky Victorian house into a Passivhaus makes little sense, so there are natural constraints in how far one goes, depending very much on house and site specific factors.

Some people may decide to adopt the ASHP early for a number of reasons (they need to replace an old gas boiler and care about the climate future, or they live in a house in a conservation area where measures like external wall insulation will not be accepted). They may live on a terrace and external wall insulation for one house without the whole terrace joining in, would meet a lot of resistance (including from the planning department). For whatever reason they make their choice, I call these, ASHP ‘eary adopters’.

On the other hand, they may live in a house that can absorb a lot of retrofit insulation measures – perhaps as new owners wanting to start with a ‘blankish’ canvas – and with the help of a retrofit assessor/ expert, strive to get to the AECB 50 kWh/m².a figure. Let’s suppose they don’t have constraints such as conservation issues to deal with. We might call them ASHP ‘late adopters’.

In practice, householders will be somewhere on a spectrum between these two example – in a decision spread zone. A whole set of factors may come into play in their decision making: wish to improve comfort, or reduce carbon emissions, or concern over gas prices in the future, to name just a few.

It therefore makes no sense to say “you need lots of insulation to make them work”.

No, you need “a sufficiency of insulation” to make the running costs “fit your expectations”, and everyone may arrive at different expectations.

But don’t try to heat a barn, with a gas boiler or a heat pump.

(c) Richard W. Erskine, 2021.

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Fantasy maths from the National Farmers Union

Soil carbon is important but it is staggering that both Minette Batters and Prince Charles have made unchallenged statements on @BBCr4today (14th July 2021): That some (livestock) farms are already carbon neutral and that soils could take up 70% of the world’s emissions.

This is all in an effort to promote sustainable livestock farming. Like Graham Harvey in his book ‘Grass-Fed Nation’ they have been seduced by the claims of Allan Savory; but these have been thoroughly debunked by the Food Climate Research Network (FCRN)

The fallacy rests on a confusion between fast and slow carbon cycles, between carbon stocks and flows, which with a little bit of naive maths creates a myth that now permeates the NFU’s PR on the future of farming.

We need better soil health to reduce net carbon release in a warming world, but it is no good using this as a ploy to retain high levels of meat consumption; and we need a massive reduction in the consumption trend.

Godfray et al [1] show the path we are on:

Good soil health will help create sustainable arable farming, but not as a silver bullet to cancel our fossil fuel emissions. Massive reductions in meat production mirrors the same reversal that is needed in all sectors of our economy, and it is a fantasy to suggest otherwise.

Efficient land use is also an issue. Today, over 50% of the UK’s land is devoted to livestock (and this does not include the foodstock we import to supplement their diet), and we import over 40% of our food. To be more self reliant, we have to make a radical shift in diet and land use, as the Centre for Alternative Technology clearly demonstrates in their report Zero Carbon Britain: Rising to the Climate Emergency from which the following Figure is taken:

Livestock reduce the efficiency of calories produced per hectare [2], which is a major issue when it comes to feeding the world.

In the context of the climate emergency, the other issue is that livestock makes a high and increasing contribution to our carbon emissions [1]:

Trying to hide these emissions amongst some warm aspirational words about regenerative livestock farming in idyllic English countryside, is pure delusion (as well as being heavily funded PR), with no scientific basis.

It is such a shame that the NFU (National Farmers Union) are promulgating junk science to advance their meat-first agenda, and it seems that Prince Charles is also on board. 

. . . o o O o o . . .

Science references:

[1] Godfray et al., ‘Meat consumption, health, and the environment’, Science 361, 243 (2018)

[2] Cassidy et al., ‘Redefining agricultural yields: from tonnes to people nourished per hectare’, Environ. Res. Lett. 8 (2013) 034015

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My First Oil

Having worked with acrylics, watercolours and pastels for some years, I decided, finally to take the plunge and start to use oils. The scene is the view across to the River Severn and Wales from Selsey Common.

I’m still pinching myself that I managed to pull this off. 

The foreground gave me the heebie-jeebies.

Grasses were quite straw like with subdued green, and there was lots of undulations.

I remembered to use a little red to ‘knock back’ the greens, and then added combo of yellow ochre and white to progressively lighten it; and some raw sienna in the other direction (to darken), maybe a smidgen of red too in places.

Also, some slightly larger brush strokes in the foreground to suggest more resolved grass.

I remembered to ‘think tonally’ to observe and think about light and dark – there was a huge range to cope with here. I used some Prussian Blue to help with the deep shadows.

The distant fields was just a kind of noodling around trying to get a sense of distance – so cooler, more muted and less defined the further away.

Wales is just a light purple sliver beyond the Severn, which itself is just a hint of reflected light.

The two fields on the right were compositionally crucial to me as they helped establish a near-ground scale beyond the foreground.

Some flecks of white on the mid distance right for buildings – never forgetting the power of gestalt to allow the viewer to see what their mind reconstructs based on the tiniest of visual clues.

The sky was a struggle – I miss the dynamism of working with acrylics or watercolour, so need to practice my skies – but the good thing is that the dark clouds suggest a darkening of the distant land below, and the few yellowy green bright streaks suggestive of sun breaking through on some fields. A little green in the sky is another fully transferrable trick of the trade.

The foreground is in full sun with slopes facing the sun almost white.

The pros of oils are also the cons.

You can keep fiddling for days if you want (although I finished this over 5 hours on and off); so blending on canvas, and wiping away sometimes, is all possible. Acrylics allow for multiple layers and drying in between, with spraying and all sorts of jiggery-pokery; but the palette needs constant attention to stop it drying out. I think they are both wonderful – its like trying to choose a favourite dish – why choose?

I think I’m going to fall in love with oils … just like I did before with acrylics, watercolours and pastels!

(c) Richard W. Erskine, 2021

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Are Air Source Heat Pumps (ASHPs) a Silver Bullet?

According to the Committee on Climate Change heating our homes makes up 40% of our energy use and 20% of our carbon footprint. While there have been dramatic improvements in building standards since 1970 there remains a legacy of poorly insulated homes.

Retrofitting our often old housing stock to reduce heat loss is crucial, but we also need to stop using natural gas as the source of heating if we are to have any chance of meeting our goal of halting global heating. 

It got me thinking about this question – if someone asked about retrofitting their house, and was motivated by the desire to reduce the carbon footprint of heating their home: 

what is the first thing they should do?

It may seem a somewhat artificial question, because in any real world situation, several measures are likely to be advisable, but bear with me.

Many retrofit professionals repeat the mantra “fabric first”, which means, focusing on insulating the building, dealing with leaks, and so forth. This sounds like good advice, given that the cost of some measures, like insulating a loft, are relatively cheap and deliver big savings in carbon emissions.

However, in many cases this is expressed in stronger terms, like “deep retrofit”, which can mean doing everything possible to reduce the heat loss of a building. This could include external wall insulation to homes with solid walls (which cannot benefit from cavity wall insulation), new windows, and dealing with associated issues related to moisture, for example. This school of thought suggests that we should only consider using a heat pump after deep retrofit is complete [Note 1]. 

The mantra “fabric first” then effectively turns into fabric only, because it is not difficult to exhaust a householder’s retrofit budget with changes to the fabric of a building. 

So why should we be considering heat pumps alongside changes to the fabric of a building? 

A heat pump harvests the ambient energy outside a house – either from the air, the ground or water. This ambient energy comes from the sun (when the ground is used as a source it is never deep enough to harvest energy from the core of the Earth, even with a bore hole, and is simply extracting energy from the ground that has been warmed by the sun and stored there). 

For every unit of electrical energy put in to drive the heat pump, it is able to deliver at least 3 units of heat energy into the home. A nice simple explanation of this process is provided here.

Professor David Mackay wrote in his seminal 2010 book Sustainable Energy without the hot air (p.151):

“Let me spell this out. Heat pumps are superior in efficiency to condensing boilers, even if the heat pumps are powered by electricity from a power station burning natural gas. … It’s not necessary to dig big holes in the garden and install underfloor heating to get the benefits of heat pumps”

He was calling for the adoption of Air Source Heat Pumps (ASHPs). He didn’t use the words ‘silver bullet’ but it is clear he was a big fan and frustrated at the low level of take-up. As he wrote 

“heat pumps are already widely used in continental Europe, but strangely rare in Britain”.  

I thought about how to present some information to help explore the question I have posed, and compare fabric related measures to an ASHP. I took data from the Energy Saving Trust website for a typical semi-detached house and plotted the capital cost of different interventions against the annual carbon saving that would result.

The capital costs are indicative and include the parts and labour required.

The only change I made to the Energy Saving Trust data was I reduced the savings for an Air Source Heat Pump (ASHP) from about 4.5 tonnes of CO2 to about 3, because that better reflects the carbon intensity of the national grid in the UK in 2020.

I also indicate the level of disruption involved with colour coding, because this can be a factor in a householder’s decision making. The graph is based on the data tabulated in the Table at the end of this essay [Note 4] (click on image to see higher resolution):

This householder is aiming for the highest carbon saving, and there is only one answer glaring out at you from this graph: the ASHP.

If I change the question slightly we get a more nuanced answer:

what is the first thing they should do, based on carbon reduction ‘bangs for your buck’?

The ratio of the annual carbon saving to the capital cost is a measure of ‘bangs for your buck’.  On this criterion, it makes sense to do the low hanging fruit of loft insulation and fixing drafts, but then once again the ASHP scores very well (this allows for the fact that typically more than half the radiators will need to be upgraded [Note 2], and are included in the cost estimate).

Whereas external wall insulation would typically be similar in cost to an ASHP, but deliver only a third of the annual carbon saving and be a much more disruptive intervention; and in many cases not one that is practical to implement.

A counter argument would be that if we did manage (for a solid walled home) to do all the fabric related measures, we would achieve about 2,400 kgCO2/yr carbon saving (over half the current emissions of 4,540 kgCO2/yr) for an outlay of about £18,500; and then the ASHP could be added and would then ‘only’ need to deal with the remaining half, and that could mean that a lower capacity heat pump could be installed, reducing its cost somewhat.

Each situation will be different and depend on what interventions are possible. If a building is listed and external installation is prohibited (and the alternative of internal insulation dismissed), then the fabric related measures would then total 1,500 kgCO2/yr, leaving two thirds of emissions to be dealt with. 

In either case, in order to maximise the emissions reduction one would require a heat pump.

My argument is not that you must fit a heat pump first, but that you should consider all the available options and to think about a plan (possibly over a number of years). 

I went on to plot another graph where I included the following additional features:

  • To show the ‘best’ reasonable case fabric interventions (which would raise the cost of say, wall insulation, but at the same time increase the carbon saving). 
  • To include a Ground Source Heat Pump (GSHP) option, either with horizontally laid slinkies, or using vertical bore hole(s).
  • To show what happens as the UK electricity grid moves from 2020 carbon intensity levels to being 100% green.

The following illustrative graph was the result:

There are a number of interesting observations based on this graphic.

  • Firstly, as the arrows show, we can increase the carbon savings for each fabric related measure, but these improvements come at extra cost. There will be some trade off for each householder situation as to how far they can go.
  • Secondly, once you have a heat pump, the annual carbon saving will increase every year as the grid gets greener (as it has been in the UK), without the householder having to lift a finger.
  • Thirdly, while a GSHP may have a better performance than an ASHP, it is likely to be quite limited [Note 3], and as Paul Kenny said in his talk to Carbon Coop ‘Heat Pumps – Learning and experiences from Ireland’, if you have extra money spare, why not do the easy thing and spend it on further upgrades to radiators, when you can achieve a target COP without the major disruption and risks associated with a GSHP project (assuming that is even an option).
  • Fourthly, a borehole GSHP is even more costly, and more risky. There are significant risks associated with, for example, drilling into water tables, but the real killer is the cost. For a single householder it makes little sense. Of course, one can imagine scenarios where several houses could share the costs, but these are likely to be exceptional projects; not the basis for mass roll-out of heat pumps.

Some will argue that an ASHP requires supplementary heating during very cold spells in winter. However, in the same talk referred to above, Paul Kenny used data from a significant number of retrofits in Ireland that had ASHPs, using a design parameter of -3°C for cold winters. When the beast from the east came and these houses experienced -6°C, they were all fine and did not require supplementary heating. He wrote a piece on LinkedIn about this experience, which flies in the face of much of the ‘received wisdom’ in the retrofit community.

And in the UK, without the much larger grant that GSHPs enjoy, as compared to ASHPs, it is doubtful there would be anything other than a marginal role for GSHPs. It will be no surprise if ASHPs dominate the heat pump market in coming years and for some installers, this is already the case.

So, are Air Source Heat Pumps a silver bullet to decarbonising the heating of homes? 

One has to say in many ways they are!

But of course, in reality, it makes sense to consider them in the mix of other retrofit measures, and to carry out some improvements to the fabric of a building as part of a ‘whole house’ plan.

We just shouldn’t let the ‘deep retrofit’ mantra put people off considering an ASHP; maybe even as one of the first things you do.

(c) Richard W. Erskine, 2021

Notes

1. While I am a huge fan of PassivHaus and similar standards, we must remember that these standards cannot easily be applied to existing stock, and would be hugely expensive. 80% of the homes in 2050 already exist, so 80% of the problem of decarbonising heat in homes is already there; and BRE estimates there are 9 million ‘hard to treat’ homes in the UK.

2. Upgrading radiators is usually required to increase the effective surface area. This is needed because heat pumps operate at a lower flow temperature, and the heat delivered is a function of the temperature of the radiator and its surface area. The surface area can be increased by using 2 or more panels with fins sandwiched between them. This can also help reduce height and width of the radiator that would otherwise be necessary, while making the radiator somewhat deeper / fatter.

3. A GSHP has a better Coefficient of Performance (COP) in winter, an ASHP could do better in Spring and Autumn. The overall Seasonal COP for a GSHP will probably be higher but unlikely to be higher than 15%. We need real world studies to get a good figure here. But the cost of a GSHP using slinkies in 1.2m trenches (for those unusual cases where householders have sufficient land to achieve the area necessary) is something like double that for the ASHP. 

4. Table of Typical three bedroom, solid walled, semi-detached house

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Small Is Beautiful – local renewables and storage can catalyse the greening of grid

Governments of all shades, and energy utilities, tend to believe that large, centralised solutions are the most cost-effective because of the economies of scale. There is a belief  that local solutions will increase costs. 

Ground-breaking work by an energy modelling company in the USA (Vibrant Clean Energy (VCE)) has turned this argument on its head, and this could, or should, have profound implications for any strategy to decarbonise the power grid in any country, including the UK, with renewables playing a dominant role in the future.

VCE summarise some key conclusions:

The present study finds that by including the co-optimization of the distribution system, the contiguous United States could spend $473 billion less on cleaning the electricity system by 95% by 2050 and add over 8 million new jobs. … The findings suggest that local solar and storage can amplify utility-scale wind and solar as well as provide economic stimulus to all regions across the contiguous US.

The study finds that wind, solar, storage and transmission can be complements to each other to help reduce the cost to decarbonize the electricity system. Transmission provides spatial diversity, storage provides temporal diversity, and the wind and solar provide the low-cost, emission-free generation.

We understand that what is true for USA can be true of the UK. 

Now, in the UK, various groups have already published reports based on modelling of the grid to show that net zero is achievable. The Centre for Alternative Technology (CAT) produced a report ‘Zero Carbon Britain – rising to the climate emergency’ that showed how this could be achieved. They used granular weather data to help model supply and demand at national scale. Energy storage was included at utility scale (using excess energy on windy/ sunny days to produce synthetic gas that could be used to generate electricity during periods when both wind and solar were too low to meet total demand).

VCE have gone much further in the sophistication and granularity of the modelling:

  • Firstly, they have modelled the dynamical behaviour of the grid at all scales – with 5 minute intervals and 3km square spatial grid over a minimum of 3 calendar year (and for planning reserves up to 175 years hourly at 30km grid). There was always a suspicion with other models that even if the national supply and demand appear to match up at a point in time, the grid will experience issues at particular points in the grid, particularly at local pressure points. VCE have addressed these weaknesses.
  • Secondly, the economics of how the roll-out of the capacity is achieved is key to policy. The modelling includes economic aspects to show the marginal cost of each new tranche of generating capacity; and so modelling the evolution of the network, not just an assumed end point. VCE have modelled the period between ‘now’ and future end dates to see what impact different scenarios have on the marginal and net costs. 

The astonishing result that VCE have found is that local renewables with local storage – even at only 10% of the total generating capacity – make a disproportionate impact on the speed and cost of further roll out of associated utility scale renewables. This is because it creates flexibility in the grid and relieves pressure points.

VCE note that this was an emergent behaviour of the system, which the modelling revealed, and certainly not obvious to energy specialists, because its only emerges when the model reaches a sufficient level of sophistication. 

The bottom line is that we should see local renewables (including community energy schemes) not as marginal additional capacity in the transition to a greening of the grid, but as a key ingredient to both speed up – and lower the cost of – the transition. We should see small and big as beautiful, working collaboratively, to accelerate the greening of the grid.

This may seem quite a technical point for those who are not students of the energy system, but it is truly remarkable and transformative, and from a policy perspective, it highlights the need for Governments to continue to promote and invest in large, utility scale renewables, but also to assist in the roll out of local renewables and associated storage.

UK Treasury, please take note!

References

“Why Local Solar For All Costs Less: A New Roadmap for the Lowest Cost Grid”, Vibrant Clean Energy (VCE), December 2020, https://www.vibrantcleanenergy.com/media/reports/ 

Note

VCE define emergent behaviour as follows:

Emergent behavior is characterized by properties and behavior that is not dependent on individual components, but rather the complex interactions and relationships between those individual components. Therefore, it cannot be fully predicted by simply observing or evaluating the individual components in isolation.

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