Running my heat pump for half the cost of a gas boiler…
I’ve recently been doing a Policy Fellowship
To do this, I’m operating my heat pump on
Octopus Energy
Agile tariff, which, for those unfamiliar, is linked to the wholesale price and varies every half hour. I started simply by putting my Ecodan heat pump into timed adaptive control
1. I wrote some code to detect when the Agile tariff went above 30p/kWh and turn the heat setpoint down to 18°C, but then, horror of horrors, we had a Dunkelflaute event in a very cold November week and the Agile price was above 30p/kWh nearly all afternoon – my heat pump ended up running during the most expensive three hours of 2023 (Chart – Old Algorithm)!
2. I wrote some more code to pull the Agile tariff in an hour’s time and boost the room temperature set point in steps of 0.5°C inversely proportional to ambient temperature, then when the actual peak kicks in, the temperature setpoint is dropped to 18°C.
3. Finally, I refined the peak period so that it finds the 6 most expensive half hour periods in the morning and afternoon and pre-boosts before those periods and reduces the setpoint during them.
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All this has worked very well, and with the boost, even on cold days, the temperature in my front room rarely drops below 19°C. You can see in the chart (New Algorithm) than on a day when temperatures were around freezing, the room temperature dropped to 19°C. Clearly that’s a function of how well insulated and draft-proofed your house is, but perhaps shows that there is additional value to be had from better insulation over and above simply reducing the thermal input needed to maintain a comfortable temperature.
So what is the effect of this on my bills? Well, as you can see in the figures, despite some poorly performing days in November, My heat pump has run at 52% of the cost of providing the same amount of heat via a gas boiler. I think if my algorithm had been spot on to start, then it would have been half the cost – let’s see what happens when I have a full year of data. (Note for the gas cost, I took the 'Flexible Octopus' gas tariff, assumed a boiler efficiency of 87% and spread the standing charge (£100/annum) over 15,000kWh, my typical historic gas use.)
Annually that equates to a saving of £600 if the sCoP remains as 4.1 (which it achieved last year), noting that I have conservatively assumed the same heat input from my heat pump as gas used by my boiler on the basis that the house will be warmer, on average, and therefore losses slightly greater. To use Government speak, if half of UK homes could adopt this, then it would result in consumer savings
In reality, it would also have wider system benefits – it could allow heat pumps to be deployed early before network reinforcement is completed since peak demand can be reduced, and it could help reduce the installed capacity of our future ‘Dunkelflaute’ generation (be that unabated gas, hydrogen to power or some yet to be developed solution), and allow that capacity to run at a higher load factor and therefore with lower unit cost.
But we can’t expect consumers to do this alone, we need electricity suppliers to step up with offerings, we need them to work with heat pump installers so that the technology is built-in during heat pump installation and we need the right regulatory frameworks to enable these things to happen for the masses.
Strategic Advisor for Energy Transition
1dRachel really interested by your experiments. Are you planning a sequel assuming that you continued through 2024?
Staff technologist fan aerodynamics at Rolls-Royce
4dI hold "Visit a Heat Pump" events, and I have been recommending that people looking to get one should... 1) Insulate 2) Get on an agile tariff 3) Install a heat pump with large radiators so that the SPOC>=4, and ensure it has an agile optimised control system like Homely ...because it minimises emissions, running costs, and grid reinforcement. But my heat pump installation & controls were pretty naff so it is only slightly cheaper to run than gas currently. I’m gradually fixing it, but it will be really useful to have your system as a real-life, working example. I think “half the running costs of mains gas” is a really powerful message. Many more people would be prepared to stump up for a HP, if they were confident that running costs will drop considerably. Logically, you would think that lower running costs ought to mean our house is worth more. When the heat pump finally wears out, the replacement unit will cost £4800, compared to £1800 for a gas boiler. That’s bearable if the HP saves £500 per year in running costs. I think your system is exactly what the UK should be aiming to replicate countrywide. It would be great if it could be publicised to MPs, newspapers, Fully Charged, Octopus… Thanks for sharing.
Rachel - what a great article, and a clever algorithm. We work with Agile a lot with our algorithm SMARTSTOR which optimises battery cycling. Would you be interested in a conversation?
CEO, Cofounder, Inventor at Hullbot
11moJeremy Osborne
PhD, CEng, MIET, FEI - Energy Sector Decarbonisation
12moThe i Paper for an alternative view on what heat pumps can do for you.