IDEAL: Intelligent Domestic Energy Advice Loop
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Reducing energy demand from existing dwellings through occupant behaviour change is crucial for meeting UK carbon emission reduction targets. Dwellings account directly for 32% of UK energy consumption, and corresponding carbon emissions. While there are many reduction efforts aimed at new-build, a focus on existing dwellings is essential: 80% of the dwellings that will be in place in the UK in 2050 are already built. Attention to behaviour change is important - behavioural differences are estimated by DECC to account for 60% of the variance in demand. Demand related to heat is key - 80% of domestic energy demand is for heating. Using an interdisciplinary conceptual framework, our team of computer scientists, building engineers and sociologists will work together to explore the interaction of energy technologies and householder energy behaviours. For the first time household energy demand will be able to be analysed in great detail across a large number of homes and the effect of behavioural feedback evaluated over a multi-year period.
The Smart Meter rollout planned to be complete by 2020 is intended to encourage householders to reduce their energy demand. These meters and the associated monitors create a feedback loop to householders in which energy-consumption information from the meters is provided to the householder on the monitor in the hope that this will cause him or her to change behaviours to reduce the amount of energy used, or the amount of money spent on energy, or the associated carbon emissions. This project's main goal is to construct an enhanced feedback loop which provides information to householders not just on their energy consumption, but also on what activities they are using energy, how much for each one, together with suggestions for what they might do to reduce their energy expenditure and use. We would hope to be able to tell the householder things like: "Last week you spent £10 on hot water for showers", or "Yesterday you spent £4 on heating your flat, if you turned off the heating at night you would probably have only spent £3 - you could save around £250 a year by doing this".
We will construct this feedback loop and evaluate its effectiveness compared to standard Smart Meter type feedback by involving hundreds of households in a study over a three year period. We will involve a variety of types of households including single people, multi-adult dwellings, and families, and expect to have participants across income brackets.
The feedback loop will use small unobtrusive wireless sensors in the dwellings to record data and transmit it over the internet to a large secure database; and a tablet PC to provide information back to householders. The data will be processed by software to tell the occupants how much energy, carbon and money they are spending on which energy-related activities - for example over the last day, week, month, and year.
This feedback loop will run for several years (up to 3) and will provide the participants with a wealth of information that they can use to reduce their energy expenditure. We will compare how effective this feedback is with that provided by Smart Meters, that does not break down energy use into the important energy-using behaviours (particularly for gas use). At the end of the study we will ask participants if we can use the data we have gathered, with all personal information removed, in future studies. Those that agree will be contributing to a database that will be invaluable for future research efforts by us and others.
If we can show that this loop is effective in helping people to reduce their energy demand, then we expect that energy suppliers and other companies will start to offer it as a service to households to help them keep their energy costs down. This will contribute to reducing energy poverty as well as the challenge of meeting UK 2050 carbon emission targets.
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Potential Impact:
The main direct beneficiaries of the project include: 1) householders who pay energy bills, 2) utilities and other commercial enterprises that offer energy-related services to households, 3) policymakers charged with structuring policies to meet the UK carbon and energy security targets, and 4) third-sector and profit-making organisations that are often contracted to deliver aspects of carbon and energy policies in the domestic sector.
Householders beyond the study will benefit directly from what we learn about how to effectively catalyse behaviour change that reduces their domestic energy consumption. This will save them money immediately, and will contribute to emissions reductions which will benefit them in the longer term.
Service providers will benefit to the extent that we can identify behaviour change strategies that fit with the provider's goals. Utilities have government-mandated requirements to assist in demand reduction, which our results should help with. If we can identify significant potential savings, this will open the door for providers to offer new profit-making services to householders to achieve those savings.
Policymakers will benefit because for the first time we will be able to quantify the potential savings from providing behavioural feedback to dwelling residents. There is much speculation about potential savings but very little in the way of hard data - this project will remedy that lack. Quantification will enable policymakers to better plan the strategies for delivering the UK 2020 and 2050 emission targets.
Organisations that are already active in demand-reduction policy delivery will benefit because they will have more accurate advice and potentially a new set of tools to offer householders in the drive for demand reduction.
Indirectly, everyone in the UK will benefit from demand reduction because, as an activity that increases the efficiency with which energy is used in the home (adequate comfort and convenience delivered with less energy), it will contribute to UK economic competitiveness. In macroeconomic terms, residential demand reduction translates to lower costs for consumers, freeing up discretionary spending which boosts growth.
Additionally, everyone in the UK will benefit from demand reduction to the extent that it results in lower emissions, and therefore reduced requirement for and cost of mitigation measures.
University of Edinburgh | LEAD_ORG |
Carnego Systems (United Kingdom) | PP_ORG |
National Energy Foundation | PP_ORG |
ChangeWorks | PP_ORG |
Nigel Goddard | PI_PER |
Charles Sutton | COI_PER |
Johanna Moore | COI_PER |
Heather Lovell | COI_PER |
DK Arvind | COI_PER |
Janette Webb | COI_PER |
Jonathan Kilgour | RESEARCH_PER |
Myroslava Dzikovska | RESEARCH_PER |
Janek Mann | RESEARCH_PER |
Subjects by relevance
- Emissions
- Households (organisations)
- Energy policy
- Energy consumption (energy technology)
- Climate changes
- Decrease (active)
- Energy efficiency
- Greenhouse gases
- Carbon dioxide
- Enterprises
- Renewable energy sources
- Objectives
- Behaviour
- Future
Extracted key phrases
- Time household energy demand
- Intelligent Domestic Energy Advice Loop
- Domestic energy demand
- Householder energy behaviour
- UK energy consumption
- Energy use
- Domestic energy consumption
- Energy security target
- Energy policy
- Energy cost
- UK carbon emission reduction target
- Important energy
- Energy expenditure
- Energy technology
- Energy bill
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