Smart data set for sustainability

The goal of the Smart* project is to optimize home energy consumption. Available here is a wide variety of data collected from three real homes, including electrical (usage and generation), environmental (e.g., temperature and humidity), and operational (e.g., wall switch events). Also available is minute-level electricity usage data from 400+ anonymous homes. Please see the Smart* home page for general information about the project, or the Smart* Tools download page for software that was used in the collection of this data.  The dataset used in our experiments captured the energy consumption of seven households in the United States at 15-minute intervals throughout 2016. The seven households separately equip a battery bank and have none renewable energy supply.

Smart*项目（Smart* project）的目标为优化家庭能源消耗。本数据集包含从三个真实家庭采集的多类数据，涵盖电力（使用与产生情况）、环境（如温湿度）以及运行状态（如墙壁开关事件）相关内容。此外还提供了400余户匿名家庭的分钟级电力使用数据。如需了解该项目的通用信息，请访问Smart*项目主页；若需获取本数据采集所用的软件，请前往Smart*工具下载页面。本实验所用数据集采集了2016年全年美国7户家庭的能源消耗数据，采样间隔为15分钟。该七户家庭均各自配备了蓄电池组，且未使用可再生能源供电。