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
  • [31] On SOC estimation of lithium-ion battery packs based EKF
    Zhang, Yu
    Cheng, Ximing
    Fang, Yuanqi
    Yin, Yilin
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7668 - 7673
  • [32] Event-Triggered Sensor Fault Estimation for Lithium-Ion Battery Packs
    Jin, Hailang
    Zhang, Zhicheng
    Wang, Yijing
    Zuo, Zhiqiang
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71 (06) : 3101 - 3105
  • [33] A Soft Short-Circuit Diagnosis Method for Lithium-Ion Battery Packs in Electric Vehicles
    Xu, Yiming
    Ge, Xiaohua
    Shen, Weixiang
    Yang, Ruixin
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2022, 37 (07) : 8572 - 8581
  • [34] Development of advanced lithium-ion battery packs
    Larkin, John
    Automotive Industries AI, 2007, 187 (09):
  • [35] Optimized GRU-Based Voltage Fault Prediction Method for Lithium-Ion Battery Packs in Real-Life
    Shen, Hongyu
    Liu, Yuefeng
    Zhao, Qiyan
    Xue, Guoyue
    Zhang, Tiange
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2025, 41 (03) : 1108 - 1122
  • [36] Support Vector Machine Based Lithium-ion Battery Electrolyte Leakage Fault Diagnosis Method
    Zhang, Caiping
    Zhang, Pengfei
    Wang, Yubin
    Zhang, Linjing
    Hu, Jing
    Zhang, Weige
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 1880 - 1886
  • [37] Micro-Short-Circuit Cell Fault Identification Method for Lithium-Ion Battery Packs Based on Mutual Information
    Zheng, Yuejiu
    Lu, Yifan
    Gao, Wenkai
    Han, Xuebing
    Feng, Xuning
    Ouyang, Minggao
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (05) : 4373 - 4381
  • [38] Coupled electrothermal model and thermal fault diagnosis method for lithium-ion battery
    Wang, Qiuting
    Qi, Wei
    INTERNATIONAL JOURNAL OF VEHICLE DESIGN, 2024, 94 (1-2) : 83 - 99
  • [39] A Sensor Fault Diagnosis Method for a Lithium-Ion Battery Pack in Electric Vehicles
    Xiong, Rui
    Yu, Quanqing
    Shen, Weixiang
    Lin, Cheng
    Sun, Fengchun
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2019, 34 (10) : 9709 - 9718
  • [40] Early Internal Short Circuit Diagnosis for Lithium-Ion Battery Packs Based on Dynamic Time Warping of Incremental Capacity
    Zhang, Meng
    Guo, Qiang
    Fu, Ke
    Du, Xiaogang
    Zhang, Hao
    Zuo, Qi
    Yang, Qi
    Lyu, Chao
    BATTERIES-BASEL, 2024, 10 (11):
12345