<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/C52134D8-F6F6-4BA3-956F-9A25264F838B" ns1:id="C52134D8-F6F6-4BA3-956F-9A25264F838B"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/D5B0FEBC-9E3F-407D-BB3C-AF4FBA8BBB4F" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/B6487224-3E45-4892-A78C-2F1D24B56235" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/B6487224-3E45-4892-A78C-2F1D24B56235" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2018-03-30T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/685D133D-3D88-422E-AB57-07604CF4D7E0" ns1:rel="FUND" ns1:start="2017-03-01T00:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">132430</ns2:identifier></ns2:identifiers><ns2:title>Visualising real-time in-home energy savings opportunities</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Feasibility Studies</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>Smart meters and in-home displays (IHD) are being rolled out across all GB homes (&amp;gt;27 million) by 2020. IHDs 

(which display energy consumption and cost in real-time) currently offer limited opportunities to put household 

energy consumption in context, and as such, fail to deliver the full potential for customer engagement, 

behavioural change and energy savings that these devices could achieve by leveraging proven consumer 

drivers. In this project, we will assess the technical feasibility of a new type of IHD which provides real-time 

comparative consumption, i.e. how real-time consumption compares to the historical consumption of similar 

households (at that specific time of day and season) with the ability to take into account household occupancy, 

demographics, building characteristics and appliance ownership. Non real-time comparative consumption 

feedback has been shown in the US to offer an additional 2-3% energy saving per household. This innovative 

project will be the first time this is applied in a real-time context with the potential to save GB households as 

much as &amp;pound;330 million annually on their electricity bills.</ns2:abstractText></ns2:project>