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        <titl xml:lang="en">Electrification of Heat Demonstration Project: Heat Pump Performance Cleansed Data, 2020-2023</titl>
        <IDNo xml:lang="en" agency="UKDA">9050</IDNo><IDNo xml:lang="en" agency="DOI">10.5255/UKDA-SN-9050-2</IDNo>
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        <fundAg xml:lang="en">Department for Energy Security and Net Zero</fundAg>
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        <distDate xml:lang="en" date="2023-03-16T08:48:40Z">16 March 2023</distDate>
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        <keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/16deddc9-d8b6-4232-9eab-594df5068a30">ENERGY CONSUMPTION</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/00000000-0000-0000-0000-000000000000">FUEL TECHNOLOGY</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/7127388b-9f1d-4bb9-81ed-317744673e3f">CENTRAL HEATING</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/0157334d-e390-44a5-a99c-183655fab725">ENERGY EFFICIENCY</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/33d9bfd4-9744-4037-aec6-f79719501190">ELECTRIC HEATING</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/8a80f878-851c-4f47-a451-a8fe75b81aad">HOUSEHOLDS</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/0d088060-b858-4e45-a0d1-77f890b4aecd">WEATHER</keyword><keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/a54b7845-2adb-4ac9-93ee-1b853fb15bef">ELECTRIC POWER SUPPLY</keyword>
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      <abstract xml:lang="en">&lt;P&gt;Abstract copyright UK Data Service and data collection copyright owner.&lt;/P&gt;&amp;nbsp;</abstract><abstract xml:lang="en">&lt;p&gt;The heat pump monitoring datasets are a key output of the&amp;nbsp;&lt;a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/"&gt;Electrification of Heat Demonstration&lt;/a&gt;&amp;nbsp;(EoH) project, a government-funded heat pump trial assessing the feasibility of heat pumps across the UK’s diverse housing stock. These datasets are provided in both cleansed and raw form and allow analysis of the initial performance of the heat pumps installed in the trial. From the datasets, insights such as heat pump seasonal performance factor (a measure of the heat pump's efficiency), heat pump performance during the coldest day of the year, and half-hourly performance to inform peak demand can be gleaned.&lt;/p&gt; &lt;p&gt;For the second edition (December 2024), the data were updated to include cleaned performance data collected between November 2020 and September 2023. The only documentation currently available with the study is the Excel data dictionary. Reports and other contextual information can be found on the&amp;nbsp;&lt;a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/" style="background-color: rgb(255, 255, 255);"&gt;Energy Systems Catapult&lt;/a&gt;&amp;nbsp;website.&lt;br&gt;&lt;/p&gt; &lt;p&gt;The EoH project was funded by the&amp;nbsp;Department of Business, Energy and Industrial Strategy. From 2023, it is covered by the new&amp;nbsp;&lt;a href="https://www.gov.uk/government/organisations/department-for-energy-security-and-net-zero"&gt;Department for Energy Security and Net Zero&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Data availability&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;This study comprises the open-access cleansed data from the EoH project and a summary dataset, available in four zipped files (see the 'Access Data' tab). Users must download all four zip files to obtain the full set of cleansed data and accompanying documentation.&lt;/p&gt; &lt;p&gt;When unzipped, the full cleansed data comprises 742 CSV files. Most of the individual CSV files are too large to open in Excel. Users should ensure they have sufficient computing facilities to analyse the data.&lt;/p&gt; &lt;p&gt;The UKDS also holds an accompanying study, SN 9049 &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=9049"&gt;Electrification of Heat Demonstration Project: Heat Pump Performance Raw Data, 2020-2023&lt;/a&gt;, which is available only to registered UKDS users. This contains the raw data from the EoH project. Since the data are very large, only the summary dataset is available to download; an order must be placed for FTP delivery of the remaining raw data. Other studies in the set include SN 9209, which comprises 30-minute interval heat pump performance data, and SN 9210, which includes daily heat pump performance data.&amp;nbsp;&lt;/p&gt; &lt;p&gt;The Python code used to cleanse the raw data and then perform the analysis is accessible via the &lt;a href="https://github.com/ES-Catapult/electrification_of_heat" target="_blank"&gt; Energy Systems Catapult Github&lt;/a&gt;&lt;br&gt; &lt;/p&gt;</abstract><abstract xml:lang="en">&lt;B&gt;Main Topics&lt;/B&gt;:&lt;BR&gt;</abstract><abstract xml:lang="en">&lt;p&gt;Heat Pump Performance across the BEIS funded heat pump trial, The Electrification of Heat (EoH) Demonstration Project.&amp;nbsp; See the documentation for data contents.&lt;br&gt; &lt;/p&gt;</abstract>
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        <collDate xml:lang="en" event="single">November 2020 - September 2023</collDate><collDate xml:lang="en" date="2020-11-01T00:00:00Z" event="start">01 November 2020</collDate><collDate xml:lang="en" date="2023-09-29T22:00:00Z" event="end">29 September 2023</collDate>
        <nation xml:lang="en">United Kingdom</nation>
        <geogCover xml:lang="en">Central Region (Scotland)</geogCover><geogCover xml:lang="en">North East England</geogCover><geogCover xml:lang="en">South East England</geogCover>
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        <universe xml:lang="en" clusion="I">The data are collected from the 742 households at which heat pumps were installed as part of the Electrification of heat trial. These were installed in a range of different property types across 3 geographic regions in the UK (SE England, NE England and SE Scotland). Technical details of the heat pumps and the household are available in a separate open dataset, please refer to this dataset’s Resources section for access.</universe>
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