REFIT Smart Home dataset

This dataset is maintained by Steven Firth ([e-mail]), Building Energy Research Group (BERG), School of Civil and Building Engineering, Loughborough University. The REFIT project (www.refitsmarthomes.org) carried out a study from 2013 to 2015 in which 20 UK homes were upgraded to Smart Homes through the installation of devices including Smart Meters, programmable thermostats, programmable radiator valves, motion sensors, door sensors and window sensors.Data was collected using building surveys, sensor placements and household interviews.The REFIT Smart Home dataset is one of the datasets made publically available by the project. This dataset includes: - Building survey data for the 20 homes. - Sensor measurements made before the Smart Home equipment was installed. - Sensor measurements made after the Smart Home equipment was installed. - Climate data recorded at a nearby weather station.---<br> This work has been carried out as part of the REFIT project (‘Personalised Retrofit Decision Support Tools for UK Homes using Smart Home Technology’, Grant Reference EP/K002457/1). REFIT is a consortium of three universities - Loughborough, Strathclyde and East Anglia - and ten industry stakeholders funded by the Engineering and Physical Sciences Research Council (EPSRC) under the Transforming Energy Demand in Buildings through Digital Innovation (BuildTEDDI) funding programme. For more information see: www.epsrc.ac.uk and www.refitsmarthomes.org---<br>The references below provide links to the REFIT project website, the TEDDINET website, a journal article which uses the dataset, and three additional datasets collected as part of the REFIT project by the University of Strathclyde and the University of East Anglia.

本数据集由拉夫堡大学土木与建筑工程学院建筑能源研究小组（Building Energy Research Group, BERG）的Steven Firth（电子邮箱：[e-mail]）维护。REFIT项目（官网：www.refitsmarthomes.org）于2013年至2015年间开展研究，对20户英国家庭实施智能家居升级改造，安装的设备包括智能电表（Smart Meters）、可编程恒温器（programmable thermostats）、可编程散热器阀门、运动传感器、门传感器与窗传感器。数据通过建筑调研、传感器部署及家庭访谈三种方式采集。REFIT智能家居数据集是该项目公开发布的数据集之一，本数据集包含以下内容：
- 20户家庭的建筑调研数据
- 智能家居设备安装前的传感器测量数据
- 智能家居设备安装后的传感器测量数据
- 邻近气象站记录的气候数据

本工作作为REFIT项目的一部分完成，项目全称："基于智能家居技术的英国家庭个性化改造决策支持工具"，资助编号：EP/K002457/1。REFIT项目由拉夫堡大学、思克莱德大学、东英吉利大学三所高校，以及10家行业合作伙伴组成联盟，由工程与物理科学研究委员会（Engineering and Physical Sciences Research Council, EPSRC）在"通过数字创新变革建筑能源需求（BuildTEDDI）"资助计划下提供经费支持。更多相关信息可访问：www.epsrc.ac.uk 与 www.refitsmarthomes.org

以下参考文献提供了REFIT项目官网、TEDDINET官网、使用本数据集的期刊论文，以及思克莱德大学与东英吉利大学在REFIT项目框架下采集的另外三套数据集的相关链接。

搜集汇总

背景与挑战

背景概述

REFIT Smart Home dataset包含20个英国家庭的建筑调查数据、智能家居设备安装前后的传感器测量数据及气候数据，由Loughborough大学建筑能源研究组维护，是REFIT项目公开的数据集之一。