分析测试学报2025，Vol.44Issue(10)：2209-2222,14.DOI:10.12452/j.fxcsxb.241010449
基于电信号特征提取的锂离子电池系统故障诊断及其检测技术研究
Research on Fault Diagnosis and Detection Technologies for Lithium-Ion Battery Systems Based on Electrical Signal Feature Extraction
摘要
Abstract
With the rapid development of new energy technologies,lithium-ion batteries have be-come the primary energy storage solution due to their high energy density and long cycle life.Howev-er,during their operation,lithium-ion batteries face safety challenges such as overcharging,inter-nal short circuits,and thermal runaway,which significantly limit their broader application.This pa-per provides a systematic review of the latest advancements in fault detection and fault-tolerant control technologies for lithium-ion batteries,based on the extraction and analysis of electrical signal fea-tures.Key topics covered include:classification and mechanistic analysis of common battery faults;an explanation of current mainstream fault diagnosis technologies and specific detection mea-sures for various fault types;and the development status of fault-tolerant control technologies in lithi-um-ion battery systems,along with an assessment of existing challenges and future directions.关键词
锂离子电池/电池安全/故障检测/容错控制Key words
lithium-ion battery/battery safety/fault detection/fault-tolerant control分类
化学化工引用本文复制引用
邹涛,谢基,何俣轩,余春雷,陈洋,姜伟..基于电信号特征提取的锂离子电池系统故障诊断及其检测技术研究[J].分析测试学报,2025,44(10):2209-2222,14.基金项目
国家重点研发计划(2022YFF0607201) （2022YFF0607201）
国家自然科学基金资助项目(52171331,51907082) （52171331,51907082）
广州市科技计划项目(2023A03J0646,2023A03J0120,2023A04J1013) （2023A03J0646,2023A03J0120,2023A04J1013）
海关总署课题(2022HK062) （2022HK062）
