Electrification of Heat Demonstration Project: Heat Pump Performance Raw 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 <a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/"> Electrification of Heat Demonstration</a> (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 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 <a href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/">Energy Systems Catapult</a> website.</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 raw data from the EoH project, which is only available to registered UKDS users. Only the summary data file is available via standard UKDS EUL download, due to the large size of the full raw data files. To obtain the full set of raw data, registered UKDS users should:</p> <ol> <li>Download the summary dataset, and then </li><li><a href="https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fbeta.ukdataservice.ac.uk%2fhelp&amp;c=E,1,DOpcwcZQPhYVrD5QOLqmGI4dKPQ7nTWaxfxjs_lPuMMT41deVg5rtCxfachWgS2uCB-f2Gpkq35cj2cA8488KMGZUe5KwMfyX_JqLowES1rqIA,,&amp;typo=1" target="_blank">Contact the UKDS HelpDesk</a>, quoting study number 9049, to arrange FTP access for the raw data. </li></ol> <p>When unzipped, the raw data available via FTP consists of 742 CSV files. Most of the individual CSV files are too large to open in Excel. Before requesting FTP, users should ensure they have sufficient computing facilities to analyse the data.</p> <p></p> <p>The UKDS also holds an accompanying open-access study, SN 9050 <a href="https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=9050">Electrification of Heat Demonstration Project: Heat Pump Performance Cleansed Data, 2020-2023</a>. This contains the cleansed data from the EoH project, which does not require UKDS registration to access. However, since the data are similar in size to this study, only the summary dataset is available to download; an order must be placed for FTP delivery of the remaining cleansed 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&nbsp;<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.</p>本摘要版权归英国数据服务中心（UK Data Service，简称UKDS）与数据集原版权所有者共同所有。 热泵监测数据集是**供暖电气化示范项目（Electrification of Heat Demonstration，简称EoH）**的核心产出成果。该项目为政府资助的热泵试点项目，旨在评估热泵在英国多元化住宅存量中的应用可行性。本数据集同时提供清洗后与原始两种格式，可用于分析试点中安装热泵的初始运行性能。通过本数据集可获取多维度洞察，例如热泵季节性能因子（衡量热泵效率的核心指标）、年度最冷日的热泵运行性能，以及用于指导峰值需求分析的半小时粒度运行性能数据。 本数据集2024年12月发布的第二版已更新，纳入了2020年11月至2023年9月期间采集的运行性能数据。目前本研究仅附带Excel格式的数据字典文档，相关报告及背景信息可登录**能源系统弹射中心（Energy Systems Catapult）**官网查询。 EoH项目最初由英国商业、能源与工业战略部资助，自2023年起转由新成立的**能源安全与净零排放部（Department for Energy Security and Net Zero）**负责管理。 <strong>数据可用性说明</strong> 本研究包含EoH项目的原始数据，仅对已注册的UKDS用户开放。由于完整原始数据文件体积较大，仅可通过标准UKDS最终用户许可协议（EUL）下载渠道获取摘要数据文件。已注册的UKDS用户如需获取完整原始数据集，请按以下步骤操作： 1. 下载摘要数据集； 2. 联系UKDS客服中心（UKDS HelpDesk），并注明研究编号9049，以申请通过文件传输协议（File Transfer Protocol，简称FTP）获取原始数据的访问权限。 通过FTP获取的原始数据解压后包含742个逗号分隔值（Comma-Separated Values，简称CSV）文件，其中多数单个文件体积过大，无法直接在Excel软件中打开。用户在申请FTP访问权限前，应确认自身具备足够的计算资源以开展数据分析工作。 UKDS同时附带发布了一篇开放获取研究（编号SN 9050）：《供暖电气化示范项目：2020-2023年热泵运行性能清洗数据集》。该数据集包含EoH项目的清洗后数据，无需注册UKDS即可访问。但由于该数据集体积与本研究相当，同样仅可下载摘要数据文件，剩余清洗后数据集需通过提交订单申请FTP配送获取。本数据集组还包含其他相关研究：编号SN 9209的数据集包含30分钟间隔的热泵运行性能数据，编号SN 9210的数据集则包含每日粒度的热泵运行性能数据。 用于清洗原始数据并开展数据分析的Python代码可通过**能源系统弹射中心（Energy Systems Catapult）的GitHub仓库**获取。 <strong>核心主题</strong>：英国商业、能源与工业战略部（BEIS）资助的热泵试点项目（即供暖电气化示范项目EoH）中的热泵运行性能。数据集具体内容请参阅附带文档。