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Closed Smart Energy and Flexibility Trials

What happened to the smart energy trial I joined? Did it make any difference? And what does it all mean for my bills now?

Here you can look up the main UK trials and competitions, see when each one ran, what it tested and what came out of it, and get a clear view of what the results mean for cutting your energy use at home.

A small in-home display unit with a blank screen sits on a kitchen table beside a blank consent form, a sealed envelope and a pen, suggesting a household deciding whether to share its energy data with a finished trial.
In this guide
  1. What the Trials Tested
  2. What the Figures Show
  3. Drivers of Participation
  4. Differences Across UK Nations
  5. Rules From This Work
  6. Meaning for Energy Independence

The short answer is that the big publicly funded smart energy trials and competitions have finished. The Smart Energy Savings Competition (SENS) provided up to £6.25 million to support the development, trialling and evaluation of innovative feedback products and services that used smart meter data to help households reduce their energy consumption1. Five projects that had reached a suitable development stage were given matched grant funding and taken through to Phase 2, where they were trialled and evaluated through large scale household trials1. That work is done, and the evaluation is published.

What remains is the evidence. The trials were built on a simple premise: the smart metering roll-out in Great Britain creates a new platform for innovation, increasing the level of detail and accuracy of energy consumption data and tariff information in domestic, microbusiness and SME sectors2. A closed trial is not a dead end. It is a finished experiment whose findings feed into the rules that govern smart meters now, including the framework that runs to the end of 20303.

For a household, the practical question is usually narrower: what did these projects actually test, what did they find, and is there anything left to join? This page answers that, and sets out what the results mean for a home trying to use less energy and depend less on what it buys from the grid.

What the trials were and what they tested

The Smart Energy Savings Competition was the centrepiece of government-funded household energy feedback testing. Its objectives were specific: identify innovative products and services using smart meter data that could deliver energy savings in homes, in excess of those currently identified in the smart meter impact assessment, for either the Great Britain population or specific groups within it; ensure that solutions were attractive and valued by consumers and were easily available, using existing technologies and delivery channels or cost-effective new hardware; and support the development of a domestic market for energy management products and services, securing investment from technology providers, energy suppliers, and third parties1.

That third objective matters for independence. A trial that only proves a concept is a research result. A trial that builds a market leaves something behind that a household can buy and use without further public money.

The evaluation was independent. It was led by Ipsos in partnership with the Energy Saving Trust, the University of Edinburgh and Manchester Metropolitan University1. The Smart Energy Research Laboratory (SERL) based at University College London was awarded a grant for the secure collection and provision of energy consumption data from trial households, with customer consent, to Ipsos for their analyses1. Consent, in other words, was the mechanism by which household data entered the research.

Alongside the competition, the wider policy case rested on numbers that were already published. The government's 2019 estimate put the benefits of the smart meter rollout at £19.5 billion over the period 2013 to 2034, in 2011 prices6. The Smart Systems and Flexibility Plan, published in July 2017, estimated that flexibility could help people save up to £40bn on their energy bills in the coming decades5. The trials were the household-facing end of that argument: if the system is to be flexible, homes have to be able to respond, and feedback products are how homes learn to respond.

A person holding and using a smart energy display showing electricity usage and costs in pounds
A person holding and using a smart energy display showing electricity usage and costs in pounds. Image: Which?

What the figures show

A person holding and using a smart energy monitor in-home display showing electricity usage and budget figures
A smart meter display showing energy use at home Image: Which?

The headline figures from this field are a mix of funding, estimated benefit and measured participation, and they should be read as three different kinds of number.

Funding is the most concrete. SENS provided up to £6.25 million1. The Welsh Government's Smart Living Initiative provided up to £50k to support delivery of the Phase One scoping exercises in 2017/18, a much smaller sum at the earliest stage of project development7. These are grants, not savings, and they tell you the scale of the experiment rather than its result.

Estimated benefit is larger and less certain. The £19.5 billion figure for the smart meter rollout covers 2013 to 2034 and is stated in 2011 prices4. The £40 billion figure for flexibility savings is described as being over the coming decades and was published in 20175. Both are modelled estimates, not measured outcomes, and the dates and price bases differ, so they are not directly comparable.

Participation figures come from consumer research rather than from the trials themselves. In a survey covering 19 August to 17 September 2021, 51% of those with smart meters said they monitored their energy use, and 41% of those with smart meters held a time-of-use tariff or smart appliances, against 17% among the total sample8. In Q2 2021, around half (52%) of consumers said they had a smart meter9. A separate 2015 consultation recorded that nearly eight in ten (79%) consumers with a smart meter had taken steps to try and use less energy10.

The gap between intention and measurement is exactly what the trials existed to close. Saying you have taken steps is not the same as a measured reduction, and the SENS evaluation was designed to test products against savings in excess of those already identified in the impact assessment1.

FigureValueWhat it measuresDate and basis
SENS fundingup to £6.25 millionGrant funding for feedback products and services20231
SENS Phase 2 projects5Projects taken to large scale household trials20231
Smart meter rollout benefits£19.5 billionEstimated benefits, 2013 to 20342019 estimate, 2011 prices4
Flexibility savingsup to £40bnEstimated bill savings over coming decadesJuly 20175
Smart Living Phase Oneup to £50kScoping exercises in 2017/1820177
Consumers monitoring energy use51%Smart meter holders monitoring useAug to Sep 20218

What drives participation and results

Three things drive whether a household gets anything out of a trial: whether the feedback is useful, whether the household is equipped to act on it, and whether anyone is watching out for the households least able to take part.

On the first, the SENS objectives are explicit that solutions had to be attractive and valued by consumers and easily available, using existing technologies and delivery channels or cost-effective new hardware1. A product that requires new hardware and a new habit is a harder sell than one that works through a channel the household already uses.

On the second, the equipment base is the constraint. Smart Energy GB, a company funded by mandatory contributions from energy suppliers, has a duty to ensure consumers in vulnerable circumstances are not 'left behind' and has a specific team focused on vulnerable consumers, working with partners including Carers UK4. That duty exists because participation in anything data-driven is uneven, and the households with the most to gain from lower bills are often the least able to engage with an app or a tariff.

"Smart Energy GB has a duty to ensure consumers in vulnerable circumstances are not 'left behind'"
Public Accounts Committee, 20234

On the third, the wider roll-out provides the platform. The smart metering roll-out in Great Britain creates a new platform for innovation, increasing the level of detail and accuracy of energy consumption data and tariff information2. The stated benefit for households is putting them in control of their energy use by helping them to save money11. Trials are how that claim gets tested rather than asserted.

A simplified cutaway house with a smart meter at the meter point, a consent tick shown as a plain marked box on a form beside it, and a dotted line carrying plain data blocks from the meter out of the house to a small figure of a researcher at a desk with a screen.
Trial data moved from homes to researchers only with customer consent. Image: Illustration

How it differs across the UK nations

The trials and the metering platform beneath them do not cover the UK evenly, and the differences matter to anyone trying to work out what applies where.

Smart meters themselves are a Great Britain programme. Energy suppliers aim to provide every home and business in England, Scotland, and Wales with free smart meters in the next few years12. The Smart Metering Policy Framework consultation applies to the gas and electricity markets in Great Britain3. Northern Ireland sits outside that framework, and its energy support has historically been handled differently: the Energy Price Guarantee operated, for the most part, in the same way for households across the whole of the UK, with differences for Northern Ireland13.

Devolved activity has its own flavour. The Welsh Government funded an easy to access advice service set up to help people improve the energy efficiency and smart performance of their homes and businesses in Wales14. Its Smart Living Initiative aimed to catalyse opportunities and increase the potential for step change using smart technologies, systems and processes to deliver on future ambitions of what low carbon wellbeing should look like in terms of energy, heat and mobility7. The Optimised Retrofit Programme in Wales used funding for the installation of smart technologies so tenants can best control their energy use14.

Scotland has its own history of microgeneration support and its own enforcement arrangements for energy efficiency in the private rented sector, where local authorities will carry out enforcement and compliance duties15. Northern Ireland's sustainable energy programme noted as far back as 2009 that heat pumps were undergoing field trials by the Energy Saving Trust, and that if manufacturer's claims were proven the technology would be supported16.

The investment picture has been uneven for longer than the smart meter programme has existed. A 2019 select committee report identified a profound disparity between the public money invested in residential energy efficiency schemes per capita in England compared to the devolved nations17. Renewable generation shares also differ: Scotland's annual energy statement in 2019 put the UK figure at 29.3% for the UK as a whole, or 25.6% for the rest of the UK excluding Scotland18.

NationPosition on the trials and platform
England, Scotland, WalesCovered by the Great Britain smart metering framework and the SENS competition1
WalesAdditional devolved funding through Smart Living and Optimised Retrofit7
ScotlandDevolved microgeneration support and local authority enforcement of rented sector rules15
Northern IrelandOutside the Great Britain framework; separate energy support arrangements13

The rules that came out of this work

A printed copy of the Smart Energy Code lying open on a desk, shown as a physical document with thick pages and plain colour bands and blank lines standing in for its text, beside a smart meter display unit in a plain domestic setting.
The Smart Energy Code sets the rules for smart metering

The trials did not sit in a legal vacuum, and several of the rules a household now lives under were shaped by the same period of policy development.

The Smart Energy Code is the document that carries the detailed arrangements. A 2014 consultation confirmed that the detailed arrangements to support the enrolment proposals would be incorporated into the Smart Energy Code19. Earlier, Stage 1 of the Smart Energy Code consultation closed at 11:45pm on 17 May 2013, with representations due by 14 August 201320. These dates mark the point at which the technical and commercial rules for smart metering were settled.

For electric vehicles, the Electric Vehicles (Smart Charge Points) Regulations 2021 apply to the sale of smart cables sold in Great Britain after 30 June 2022, and they do not apply to smart cables sold before that date21. This is the clearest example of a trial-adjacent area becoming hard regulation: smart charging moved from demonstration to mandatory default settings.

The Green Deal, an earlier scheme, was subject to meeting the 'golden rule': that estimated savings on bills should always equal or exceed the cost of the work, and it was to include microgeneration technologies on that basis22. The Energy Efficiency (Private Rented Property) (England and Wales) Regulations 2015 fulfilled a duty in the Energy Act 2011 to implement regulations23. Both show the same pattern: a scheme tests an idea, and if it survives, it becomes a rule with an enforcement mechanism.

What closed trials mean for energy independence

The honest answer is that a closed trial leaves a household with evidence rather than a service. The products trialled under SENS were tested to see whether they could deliver savings in excess of those already identified in the smart meter impact assessment1. Where they could, the route to a household is commercial, not experimental.

What the trials did establish is the measurement layer. Without half-hourly data, a household cannot demonstrate that it shifted its use, and no flexibility scheme can verify it. That is why the smart metering roll-out is described as creating a new platform for innovation2, and why the benefits estimate of £19.5 billion over 2013 to 2034 rests on the system working as intended4.

The dependence that remains is worth stating plainly. A household with a smart meter still buys its electricity and gas from a supplier, still relies on the grid, and still depends on the communications network that carries its meter data. The flexibility savings estimated at up to £40bn over the coming decades are a system-level figure, not a promise to any individual home5. Participation in anything built on that data depends on consent, on a working meter, and on the household being able to act on what it sees.

Where the trials helped is in narrowing the gap between what households say and what they do. The 2015 finding that nearly eight in ten (79%) consumers with a smart meter had taken steps to try and use less energy10 is a statement of intent. The SENS evaluation was designed to test whether products could turn that intent into measured savings1. That is the useful legacy: a clearer idea of which feedback approaches work, and a metering platform that makes the next round of testing possible.

A closed bound evaluation report lying on a household table beside a smart meter, with a small isometric figure seated nearby reading the report, showing that the published evaluation is what remains once a trial closes.
The published evaluation is what remains once a trial closes. Image: Illustration
Sources23 cited
  1. Smart Energy Savings (SENS) Competition Evaluation, GOV.UK, 2023-06-09
  2. Smart Meters: Unlocking the Future, GOV.UK, 2018-12-31
  3. Smart Metering Policy Framework Post 2025 Consultation Document, GOV.UK, 2025-08
  4. Update on the Rollout of Smart Meters, Public Accounts Committee, 2023
  5. Upgrading Our Energy System: Smart Systems and Flexibility Plan, Ofgem, 2017-07
  6. Update on the Rollout of Smart Meters Summary, National Audit Office, 2023-06
  7. Smart Living Initiative Annual Report, Welsh Government, 2019-07
  8. Consumer Survey 2021: Decarbonisation and Home Energy Use, Ofgem, 2021
  9. Consumer Perceptions of the Energy Market Q2 2021, Ofgem, 2021
  10. Summary of Responses to the Smart Metering Consultation, Welsh Government, 2015-10-16
  11. Best Practice Guidance for the Delivery of Energy Efficiency Advice to Households During Smart Meter Installation Visits, GOV.UK, 2017-02-01
  12. How to Get a Smart Meter, Smart DCC, 2026
  13. Energy Price Guarantee up Until 30 June 2023, GOV.UK, 2026-09-17
  14. £150 Million for Insulation, Clean Energy and Carbon Reduction in Social Homes, Welsh Government, 2021-11-02
  15. Consultation on Draft Energy Efficiency (Domestic Private Rented Property) (Scotland) Regulations, Scottish Government, 2025-06-06
  16. Northern Ireland Sustainable Energy Programme Framework Document, UREGNI, 2009-09
  17. Energy Efficiency Inquiry, Business, Energy and Industrial Strategy Committee, 2019-07-12
  18. Annual Energy Statement 2019, Scottish Government, 2019-05-15
  19. Response to DECC Consultation: Arrangements for Adoption, Enrolment and Churn of Foundation Meters, Ofgem, 2014-05-01
  20. Stage 1 of the Smart Energy Code, GOV.UK, 2013-04-18
  21. Guide to the Electric Vehicles (Smart Charge Points) Regulations 2021, GOV.UK, 2026-09-18
  22. Microgeneration Strategy Scotland, Scottish Government, 2012-06-22
  23. Energy Efficiency (Domestic Private Rented Property) Order 2015 DebateOrder2015), Hansard, 2015-03-19

Questions

Answers here, and more on their own pages.

What was the Smart Energy Savings Competition?

SENS was a government competition that provided up to £6.25 million to support the development, trialling and evaluation of innovative feedback products and services using smart meter data. Five projects that had reached a suitable development stage received matched grant funding and were taken through to Phase 2, where they were trialled and evaluated through large scale household trials. The independent evaluation was led by Ipsos with the Energy Saving Trust, the University of Edinburgh and Manchester Metropolitan University.

Can I still join a closed trial?

No. A closed trial has finished recruiting and finished running, so there is no way to sign up after the fact. The published findings are what remain. If you want to take part in something similar now, household flexibility and reward schemes run by suppliers and independent providers are the current route, and they are open to households with a working smart meter.

Why do trials close?

Most of these projects were funded for a fixed period, with a defined scope and a defined end date. Once the funding period ends and the evaluation is written up, the trial closes. Some products trialled in a competition go on to be sold commercially, but the trial itself does not continue. Closure is a normal part of how publicly funded research works.

Do I need a smart meter to take part in flexibility trials?

Yes, in practice. The trials and competitions described here were built around smart meter data, because half-hourly consumption data is what makes it possible to measure whether a household actually shifted its use. Without a smart meter, a household cannot be measured in the same way, which is why smart meter installation is the foundation for this kind of participation.

What did the trials find about household energy saving?

The Smart Energy Savings Competition set out to identify products and services that could deliver energy savings in homes in excess of those already identified in the smart meter impact assessment. Separately, a 2015 consultation recorded that nearly eight in ten (79%) consumers with a smart meter had taken steps to try and use less energy. The trials tested whether feedback products could turn that intention into measured savings.

What is a smart local energy system project?

It is a project that combines smart technologies, systems and processes at a local level, rather than treating each home in isolation. The Welsh Government's Smart Living Initiative described its aim as catalysing opportunities and increasing the potential for step change using smart technologies to deliver on future ambitions for low carbon wellbeing in energy, heat and mobility.

Are the results of closed trials still useful?

Yes. The evaluation reports remain the evidence base for what works in household energy feedback and flexibility. They also shaped later policy, including the smart metering policy framework that runs to 2030. For a household, the practical value is knowing which approaches were tested and what the measured outcomes were, rather than relying on marketing claims.

What happens to my data if a trial I joined closes?

The Smart Energy Research Laboratory at University College London was funded to collect and provide energy consumption data from trial households, with customer consent, to Ipsos for analysis. Consent is the basis on which trial data is used. If you want to know what happened to your own data, the organisation that ran the trial is the body to ask.

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