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1.南京邮电大学自动化学院、人工智能学院,江苏省南京市 210023
2.南京邮电大学现代邮政学院,江苏省南京市 210023
3.国电南瑞科技股份有限公司,江苏省南京市 211106
高辉(1981—),男,教授,主要研究方向:电动汽车安全运行关键技术。
彭成薇(2001—),女,通信作者,硕士研究生,主要研究方向:电动汽车充电安全运维技术。E-mail:b19041113@njupt.edu.cn
李炜卓(1989—),男,讲师,主要研究方向:智慧运维、知识图谱。
收稿:2023-07-29,
修回:2024-01-21,
网络出版:2024-03-08,
纸质出版:2024-04-10
移动端阅览
高辉,彭成薇,李炜卓等.电动汽车与充电设备充电安全预警研究综述[J].电力系统自动化,2024,48(7):47-61.
GAO Hui,PENG Chengwei,LI Weizhuo,et al.Review on Early Warning of Charging Safety for Electric Vehicles and Charging Equipment[J].Automation of Electric Power Systems,2024,48(7):47-61.
高辉,彭成薇,李炜卓等.电动汽车与充电设备充电安全预警研究综述[J].电力系统自动化,2024,48(7):47-61. DOI: 10.7500/AEPS20230729006.
GAO Hui,PENG Chengwei,LI Weizhuo,et al.Review on Early Warning of Charging Safety for Electric Vehicles and Charging Equipment[J].Automation of Electric Power Systems,2024,48(7):47-61. DOI: 10.7500/AEPS20230729006.
随着全球新能源技术的大力发展,电动汽车及其配套充电设施日益普及化。电动汽车自燃事故与充电安全问题也备受关注。文中从充电安全因素的视角出发,深入地梳理总结了近年来电动汽车与充电设备安全预警研究方法。首先,对充电安全影响因素进行了详细的分类,并对现有的充电安全预警方法成熟度进行了总结与探讨。然后,归纳了预警模型精度与预警误差等评估指标。接着,基于真实的充电订单数据与工单数据对现有模型进行了整体评估与对比分析。最后,对电动汽车与充电设备充电安全预警的后续研究工作进行了展望。
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
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