Annual Load Dataset of Electric Vehicle Charging Stations

The charging load dataset are collected by a smart energy measurement system over a one-year period, with data recorded hourly from six Electric Vehicle Charging Stations (EVCSs) located in the city center of China. The data provides a full annual cycle of charging behaviors. The charging stations, labeled EVCS1 through EVCS6, have their loads reported in kilowatts (kW), with values recorded to four decimal places, ensuring high precision. Each row in the dataset includes a timestamp in the format of "YYYYMMDD," along with the charging load values for each EVCS, enabling a detailed analysis of temporal variations. This real-world dataset can be utilized for analyzing the operational patterns of EVCSs, optimizing charging infrastructure, and studying the impact of EV charging on the urban power grid.该充电负荷数据集由智能能源测量系统在为期一年的周期内采集，数据来自位于中国市中心的6座电动汽车充电站（Electric Vehicle Charging Stations，EVCSs），以小时为单位记录。该数据集完整呈现了充电行为的年度周期。这6座充电站分别被标记为EVCS1至EVCS6，其负荷以千瓦（kW）为单位，数据保留四位小数，确保了极高的精度。数据集中的每一行均包含格式为"YYYYMMDD"的时间戳，以及各充电站的充电负荷数值，可用于细致分析时序变化特征。该真实世界数据集可用于分析电动汽车充电站的运营模式、优化充电基础设施，以及探究电动汽车充电对城市电网的影响。

搜集汇总

背景与挑战

背景概述

该数据集包含中国市中心六个电动汽车充电站（EVCS1至EVCS6）的年度充电负荷数据，数据采集自智能能源测量系统，覆盖一整年，每小时记录一次，负荷值以千瓦为单位，精确到四位小数。它提供了完整的充电行为周期，适用于分析充电站运行模式、优化基础设施和研究对城市电网的影响。