LEEDR project home energy dataset

The LEEDR project (http://leedr-project.co.uk) was funded through the EPSRC (EP/I000267/1) between 2010 to 2014 to understand domestic energy consumption in the context of everyday family life.<br>The project engaged comprehensive, high resolution engineering based empirical monitoring (presented here) with social science and user centered design methods that employed video data, accessible from http://energyanddigitalliving.com.<br>This data set presents the monitoring data from 20 households, maintained by Richard Buswell ([e-mail]), Building Energy Research Group (BERG), School of Architecture, Building and Civil Engineering, Loughborough University.<br>Please read the README.TXT file for more information.<br><br>Data was collected using building surveys and home monitoring through proprietary sensors and thorough specially developed devices. It includes:<br>- dimensioned building plans;<br>- images of key appliances;<br>- locations of sensors;<br>- building fabric and incoming energy information; and,<br>- documentation of sensor calibration and data processing procedures.<br><br>The measurements comprise:<br>- window and door opening;<br>- Passive Infra Red based room activity monitoring;<br>- electrical power measurement of incoming supply and appliances;<br>- gas consumption; and,<br>- how water consumption,<br><br>all at a sample at a sample rate of 1 minute, and additionally:<br>- gas consumption; and,<br>- how water consumption,<br>at a sample rate of 1 second.

LEEDR项目（http://leedr-project.co.uk）于2010年至2014年间获工程与物理科学研究委员会（EPSRC，资助编号：EP/I000267/1）资助，旨在探究日常家庭生活场景下的住宅能源消耗特征。
本项目融合了基于工程学的全面高分辨率实证监测（即本文所呈现的数据集内容），以及结合视频数据的社会科学与以用户为中心的设计方法，相关视频数据可从http://energyanddigitalliving.com获取。
本数据集包含20户家庭的监测数据，由拉夫堡大学建筑、建造与土木工程学院建筑能源研究组（BERG）的Richard Buswell（邮箱：[e-mail]）负责维护。
如需获取更多详细信息，请查阅README.TXT文件。

本数据集的数据通过建筑调研与家庭监测采集，所用设备包括商用传感器及专门研发的定制装置，具体涵盖以下内容：
- 带尺寸标注的建筑平面图；
- 关键家电的影像资料；
- 传感器安装位置；
- 建筑结构与输入能源相关信息；
- 传感器校准及数据处理流程的文档记录。

本次监测的指标包括：
- 门窗开合状态；
- 基于被动红外（Passive Infra Red）的室内活动监测；
- 输入电源与家电的电力功率测量；
- 燃气消耗量；
- 用水量。
上述所有指标的采样频率均为1分钟；此外，燃气消耗量与用水量的采样频率可达1秒。