An Early Minor-Fault Diagnosis Method for Lithium-Ion Battery Packs Based on Unsupervised Learning

被引:17
作者
Gu, Xin [1 ]
Shang, Yunlong [1 ]
Kang, Yongzhe [1 ]
Li, Jinglun [1 ]
Mao, Ziheng [1 ]
Zhang, Chenghui [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
基金
中国国家自然科学基金;
关键词
SERIES;
D O I
10.1109/JAS.2023.123099
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:810 / 812
页数:3
相关论文
共 10 条
  • [1] Micro-Short-Circuit Diagnosis for Series-Connected Lithium-Ion Battery Packs Using Mean-Difference Model
    Gao, Wenkai
    Zheng, Yuejiu
    Ouyang, Minggao
    Li, Jianqiu
    Lai, Xin
    Hu, Xiaosong
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (03) : 2132 - 2142
  • [2] Multi-fault synergistic diagnosis of battery systems based on the modified multi-scale entropy
    Hong, Jichao
    Wang, Zhenpo
    Chen, Wen
    Wang, Leyi
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2019, 43 (14) : 8350 - 8369
  • [3] Online multi-fault detection and diagnosis for battery packs in electric vehicles
    Kang, Yongzhe
    Duan, Bin
    Zhou, Zhongkai
    Shang, Yunlong
    Zhang, Chenghui
    [J]. APPLIED ENERGY, 2020, 259
  • [4] Lithium-ion batteries fault diagnostic for electric vehicles using sample entropy analysis method
    Li, Xiaoyu
    Dai, Kangwei
    Wang, Zhenpo
    Han, Weiji
    [J]. JOURNAL OF ENERGY STORAGE, 2020, 27
  • [5] Towards Long Lifetime Battery: AI-Based Manufacturing and Management
    Liu, Kailong
    Wei, Zhongbao
    Zhang, Chenghui
    Shang, Yunlong
    Teodorescu, Remus
    Han, Qing-Long
    [J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (07) : 1139 - 1165
  • [6] A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery
    Liu, Kailong
    Shang, Yunlong
    Ouyang, Quan
    Widanage, Widanalage Dhammika
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (04) : 3170 - 3180
  • [7] Fault detection of the connection of lithium-ion power batteries in series for electric vehicles based on statistical analysis
    Ma, Mina
    Wang, Yu
    Duan, Qiangling
    Wu, Tangqin
    Sun, Jinhua
    Wang, Qingsong
    [J]. ENERGY, 2018, 164 : 745 - 756
  • [8] Richman JS, 2000, AM J PHYSIOL-HEART C, V278, pH2039
  • [9] A multi-fault diagnosis method based on modified Sample Entropy for lithium-ion battery strings
    Shang, Yunlong
    Lu, Gaopeng
    Kang, Yongzhe
    Zhou, Zhongkai
    Duan, Bin
    Zhang, Chenghui
    [J]. JOURNAL OF POWER SOURCES, 2020, 446
  • [10] A fractional-order model-based battery external short circuit fault diagnosis approach for all-climate electric vehicles application
    Yang, Ruixin
    Xiong, Rui
    He, Hongwen
    Chen, Zeyu
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 187 : 950 - 959