EV-CPW: EV Charging Profiles and Waveforms

The rapid growth of electric vehicle (EV) charging will present challenges to electrical distribution networks and will affect grid operation and reliability. In order to improve the understanding of EV charging behaviour, we present the open-access EV Charging Profiles and Waveforms (EV-CPW) dataset for AC charging. The dataset comprises of charging profiles and high-resolution current/voltage AC waveforms for 12 different EV's, including popular battery EV's and plug-in hybrid EV's.电动汽车（Electric Vehicle，EV）充电规模的快速扩张，将对电力配电网构成诸多挑战，并影响电网的运行与可靠性。为深化对电动汽车充电行为的认知，我们发布了面向交流充电场景的开放获取数据集——电动汽车充电特征与波形数据集（EV Charging Profiles and Waveforms，EV-CPW）。该数据集包含12款不同型号电动汽车的充电特征数据与高分辨率交流电流/电压波形数据，涵盖主流纯电动汽车与插电式混合动力电动汽车。

搜集汇总

背景与挑战

背景概述

EV-CPW数据集是一个专注于电动汽车交流充电行为的开放数据集，包含12种主流纯电动和插电式混合动力汽车的充电数据。数据集提供两种关键数据：1分钟间隔的充电配置文件（涵盖功率、电压、电流等参数）和30kHz高分辨率交流波形数据，旨在支持电网可靠性和充电行为研究。