Electrification of Heat Demonstration Project: Heat Pump Performance Cleansed Data, 2020-2023

<P>Abstract copyright UK Data Service and data collection copyright owner.</P>&nbsp;<br><p>The heat pump monitoring datasets are a key output of the&nbsp;<a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/">Electrification of Heat Demonstration</a>&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.</p>
<p>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&nbsp;<a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/" style="background-color: rgb(255, 255, 255);">Energy Systems Catapult</a>&nbsp;website.<br></p>
<p>The EoH project was funded by the&nbsp;Department of Business, Energy and Industrial Strategy. From 2023, it is covered by the new&nbsp;<a href="https://www.gov.uk/government/organisations/department-for-energy-security-and-net-zero">Department for Energy Security and Net Zero</a>.</p>
<p><strong>Data availability</strong></p>
<p>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.</p>
<p>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.</p>
<p>The UKDS also holds an accompanying study, SN 9049 <a href="https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=9049">Electrification of Heat Demonstration Project: Heat Pump Performance Raw Data, 2020-2023</a>, 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.&nbsp;</p>
<p>The Python code used to cleanse the raw data and then perform the analysis is accessible via the
<a href="https://github.com/ES-Catapult/electrification_of_heat" target="_blank">
Energy Systems Catapult Github</a><br>
</p><br><B>Main Topics</B>:<BR><br><p>Heat Pump Performance across the BEIS funded heat pump trial, The Electrification of Heat (EoH) Demonstration Project.&nbsp; See the documentation for data contents.<br>
</p>

<P>本摘要版权归英国数据服务中心（UK Data Service）及数据采集版权所有者所有。</P>&nbsp;<br><p>热泵监测数据集是<a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/">供暖电气化示范项目（Electrification of Heat Demonstration，简称EoH）</a>的核心产出之一。该项目是一项由政府资助的热泵试点项目，旨在评估热泵在英国多样化住宅存量中的应用可行性。本次提供的数据集包含清洗后与原始两种格式，可用于分析试点中安装的热泵的初始运行性能。通过该数据集，可挖掘多维度洞察：例如热泵季节性能因子（衡量热泵能效的指标）、年度最冷日的热泵运行表现，以及可为峰值需求分析提供支撑的半小时级运行性能数据。</p><p>本数据集第二版（2024年12月发布）已更新，纳入了2020年11月至2023年9月期间采集的清洗后运行数据。目前本研究仅附带Excel格式的数据字典作为文档；完整报告及其他背景信息可在<a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/" style="background-color: rgb(255, 255, 255);">能源系统加速中心（Energy Systems Catapult）</a>官网查询。<br></p><p>EoH项目最初由英国商业、能源与工业战略部（Department for Business, Energy and Industrial Strategy，简称BEIS）资助；自2023年起，项目归口至新成立的<a href="https://www.gov.uk/government/organisations/department-for-energy-security-and-net-zero">能源安全与净零排放部（Department for Energy Security and Net Zero）</a>管理。</p><p><strong>数据获取说明</strong></p><p>本研究包含EoH项目的开放获取清洗后数据集与一份汇总数据集，以4个压缩包形式提供（详见「获取数据」标签页）。用户需下载全部4个压缩包，方可获取完整的清洗后数据集及配套文档。</p><p>解压后，完整的清洗后数据集包含742个CSV文件；多数单个CSV文件体积过大，无法在Excel中直接打开。请用户确保具备足够的计算资源以开展数据分析。</p><p>英国数据服务中心（UK Data Service，简称UKDS）还附带了一项编号为SN 9049的研究《<a href="https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=9049">供暖电气化示范项目：热泵原始性能数据，2020-2023</a>》，该数据集仅对已注册的UKDS用户开放，内含EoH项目的原始数据。由于原始数据体量庞大，仅汇总数据集可直接下载，剩余原始数据需通过FTP传输方式提交申请后方可获取。本数据集组还包含另外两项研究：SN 9209包含半小时间隔的热泵运行性能数据，SN 9210包含每日热泵运行性能数据。&nbsp;</p><p>用于清洗原始数据并开展分析的Python代码可通过<a href="https://github.com/ES-Catapult/electrification_of_heat" target="_blank">能源系统加速中心（Energy Systems Catapult）GitHub仓库</a>获取：<br></p><br><B>核心主题</B>:<BR><br><p>BEIS资助的热泵试点中的热泵运行性能、供暖电气化（EoH）示范项目。数据集具体内容请参阅配套文档。<br></p>