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

被引：16
|
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
来源：
IEEE-CAA JOURNAL OF AUTOMATICA SINICA | 2023年 / 10卷 / 03期
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 50 条
  • [1] An Early Minor-Fault Diagnosis Method for Lithium-Ion Battery Packs Based on Unsupervised Learning
    Xin Gu
    Yunlong Shang
    Yongzhe Kang
    Jinglun Li
    Ziheng Mao
    Chenghui Zhang
    IEEE/CAAJournalofAutomaticaSinica, 2023, 10 (03) : 810 - 812
  • [2] A minor-fault diagnosis approach based on modified variance for lithium-ion battery strings
    Sun, Jing
    Lu, Gaopeng
    Shang, Yunlong
    Ren, Song
    Wang, Diantao
    JOURNAL OF ENERGY STORAGE, 2023, 63
  • [3] A Precise Minor-Fault Diagnosis Method for Lithium-Ion Batteries Based on Phase Plane Sample Entropy
    Gu, Xin
    Li, Jinglun
    Liu, Kailong
    Zhu, Yuhao
    Tao, Xuewen
    Shang, Yunlong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (08) : 8853 - 8861
  • [4] A novel fault diagnosis method for lithium-Ion battery packs of electric vehicles
    Li, Xiaoyu
    Wang, Zhenpo
    MEASUREMENT, 2018, 116 : 402 - 411
  • [5] Leveraging Structures in Fault Diagnosis for Lithium-Ion Battery Packs
    Farakhor, Amir
    Wu, Di
    Wang, Yebin
    Fang, Huazhen
    2024 IEEE 7TH INTERNATIONAL CONFERENCE ON INDUSTRIAL CYBER-PHYSICAL SYSTEMS, ICPS 2024, 2024,
  • [6] Fault detection of lithium-ion battery packs with a graph-based method
    Ma, Guijun
    Xu, Songpei
    Cheng, Cheng
    JOURNAL OF ENERGY STORAGE, 2021, 43
  • [7] Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution
    Xue, Qiao
    Li, Guang
    Zhang, Yuanjian
    Shen, Shiquan
    Chen, Zheng
    Liu, Yonggang
    JOURNAL OF POWER SOURCES, 2021, 482
  • [8] Sensor fault diagnosis for lithium-ion battery packs based on thermal and electrical models
    Tian, Jiaqiang
    Wang, Yujie
    Chen, Zonghai
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 121
  • [9] A Fault Rapid-Accurate-Quantitative Integration Diagnosis Method for Lithium-Ion Battery Packs
    Tao, Xuewen
    Gu, Xin
    Li, Jinglun
    Mao, Ziheng
    Geng, Hao
    Zhang, Qi
    Shang, Yunlong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2025, 72 (04) : 3699 - 3709
  • [10] A Fault Diagnosis Method for Lithium-Ion Battery Packs Using Improved RBF Neural Network
    Wang, Jia
    Zhang, Shenglong
    Hu, Xia
    FRONTIERS IN ENERGY RESEARCH, 2021, 9
12345