Optimized LSTM based on an improved sparrow search algorithm for power battery fault diagnosis in new energy vehicles

被引：0
|
作者：
Zhou, Shengwei [1 ]
Zhou, Juan [1 ]
Zhang, Shun [1 ]
Wang, Peng [2 ]
机构：
[1] School of Quality and Safety Engineering, China Jiliang University, Hangzhou,310018, China
[2] China Automotive Engineering Research Institute, Chongqing,401122, China
来源：
International Journal of Metrology and Quality Engineering | 2024年 / 15卷
关键词：
Failure analysis;
D O I：
10.1051/ijmqe/2024012
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Shear Sonic Prediction Based on DELM Optimized by Improved Sparrow Search Algorithm
    Qiao, Lei
    Jia, Zhining
    Cui, You
    Xiao, Kun
    Su, Haonan
    APPLIED SCIENCES-BASEL, 2022, 12 (16):
  • [22] Household PV Power Scheduling Based on an Improved Sparrow Search Algorithm
    Lan, Yong -Jun
    Hu, Zhao-Long
    Zeng, Ling-Guo
    Li, Minglu
    2023 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE, ICACI, 2023,
  • [23] Transformer Fault Diagnosis Method Based on Variation Sparrow Search Algorithm and Improved SMOTE Under Unbalanced Samples
    Zhu L.
    Wang X.
    Li H.
    Jiang C.
    Cao M.
    Gaodianya Jishu/High Voltage Engineering, 2023, 49 (12): : 4993 - 5001
  • [24] Safety management system of new energy vehicle power battery based on improved LSTM
    Zhao, Kun
    Bai, Hao
    Energy Informatics, 2024, 7 (01)
  • [25] Fault diagnosis of a wave energy converter gearbox based on an Adam optimized CNN-LSTM algorithm
    Kang, Jichuan
    Zhu, Xu
    Shen, Li
    Li, Mingxin
    RENEWABLE ENERGY, 2024, 231
  • [26] An enhanced fault diagnosis method for fuel cell system using a kernel extreme learning machine optimized with improved sparrow search algorithm
    Quan, Rui
    Liang, Wenlong
    Wang, Junhui
    Li, Xuerong
    Chang, Yufang
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 50 : 1184 - 1196
  • [27] Day-Ahead Wind Power Prediction Based on BP Neural Network Optimized by Improved Sparrow Search Algorithm
    Yu, Xuan
    Luo, Longfu
    2022 4TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM (AEEES 2022), 2022, : 230 - 235
  • [28] SHORT TERM PREDICTION OF PHOTOVOLTAIC POWER BASED ON IMPROVED SPARROW SEARCH ALGORITHM
    Li Z.
    Luo X.
    Zhang J.
    Cao X.
    Du S.
    Sun H.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (06): : 284 - 289
  • [29] Fault diagnosis of track circuit based on improved sparrow search algorithm and Q-Learning optimization for ensemble learning
    Xu K.
    Zheng H.
    Tu Y.
    Wu S.
    Journal of Railway Science and Engineering, 2023, 20 (11) : 4426 - 4437
  • [30] Fault diagnosis of oil-immersed transformers based on the improved sparrow search algorithm optimised support vector machine
    Ding, Can
    Ding, Qingchang
    Wang, Zhenyi
    Zhou, Yiyuan
    IET ELECTRIC POWER APPLICATIONS, 2022, 16 (09) : 985 - 995
12345