Review on Early Warning of Charging Safety for Electric Vehicles and Charging Equipment

被引：0

作者：

Gao H. ^{[1
,2
]}

Peng C. ^{[1
]}

Li W. ^{[2
]}

Li Y. ^{[3
]}

Chen L. ^{[3
]}

机构：

[1] College of Automation, College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing

[2] School of Modern Posts, Nanjing University of Posts and Telecommunications, Nanjing

[3] NARI Technology Co., Ltd., Nanjing

来源：

Dianli Xitong Zidonghua/Automation of Electric Power Systems | 2024年 / 48卷 / 07期

基金：

中国国家自然科学基金;

关键词：

charging equipment; charging safety; electric vehicle; evaluation index; safety warning;

D O I：

10.7500/AEPS20230729006

中图分类号：

学科分类号：

摘要：

With the vigorous development of renewable energy technology in the world,electric vehicles (EVs) and their supporting charging facilities are becoming increasingly popular. The spontaneous fire accidents of EVs and charging safety issues have also attracted much attention. From the perspective of charging safety factors,this paper thoroughly summarizes the research methods of charging safety early warning for EVs and charging equipment in recent years. Firstly,the influencing factors of charging safety are classified in detail,and the maturity of the existing charging safety early warning methods are summarized and discussed. Then,the evaluation indexes such as early warning model accuracy and early warning error are summarized. Next,the existing models are evaluated and compared based on real charging order data and work order data. Finally,the future research work of charging safety early warning for EVs and charging equipment is prospected. © 2024 Automation of Electric Power Systems Press. All rights reserved.

引用

页码：47 / 61

页数：14