Remaining Useful Life Prediction of Lithium-Ion Batteries Using Particle Filter Algorithm in Communication Power Supply

被引：0
|
作者：
Yicheng Zichen Wu [1 ]
Yunxiang Wang [1 ]
Bin Zhang [1 ]
Mi Gu [1 ]
undefined Xu [1 ]
机构：
[1] State Grid Jiangsu Electric Power Co.,
[2] LTD. Information and Communication Branch,undefined
来源：
Russian Electrical Engineering | 2024年 / 95卷 / 10期
关键词：
remaining useful life prediction; particle filter algorithm; lithium-ion batteries; communication power supply;
D O I：
10.3103/S1068371224701128
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：870 / 879
页数：9
相关论文
共 50 条
  • [31] Lithium-ion Battery Remaining Useful Life Prediction Based on Exponential Smoothing and Particle Filter
    Pan, Chaofeng
    Chen, Yao
    Wang, Limei
    He, Zhigang
    INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE, 2019, 14 (10): : 9537 - 9551
  • [32] Remaining useful life prediction of Lithium-ion batteries based on PSO-RF algorithm
    Wu, Jingjin
    Cheng, Xukun
    Huang, Heng
    Fang, Chao
    Zhang, Ling
    Zhao, Xiaokang
    Zhang, Lina
    Xing, Jiejie
    FRONTIERS IN ENERGY RESEARCH, 2023, 10
  • [33] Remaining useful life prediction for lithium-ion batteries based on an improved GWO–SVR algorithm
    Jin H.
    Hu Y.
    Ge H.
    Hao Z.
    Zeng Z.
    Tang Z.
    Gongcheng Kexue Xuebao/Chinese Journal of Engineering, 2024, 46 (03): : 514 - 524
  • [34] Particle Learning Framework for Estimating the Remaining Useful Life of Lithium-Ion Batteries
    Liu, Zhenbao
    Sun, Gaoyuan
    Bu, Shuhui
    Han, Junwei
    Tang, Xiaojun
    Pecht, Michael
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (02) : 280 - 293
  • [35] An Integrated Method for Lithium-ion Batteries Remaining Useful Life Prediction Based on Unscented Particle Filter and Relevance Vector Machine
    Jiang, Meng
    Liu, Zhenxing
    Zhang, Yong
    He, Jie
    Chen, Yujie
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 6423 - 6428
  • [36] Remaining useful life prediction of lithium-ion battery based on chaotic particle swarm optimization and particle filter
    Ye, Li-Hua
    Chen, Si-Jian
    Shi, Ye -Fan
    Peng, Ding -Han
    Shi, Ai -Ping
    INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE, 2023, 18 (05):
  • [37] A Hybrid Prognostic Approach for Remaining Useful Life Prediction of Lithium-Ion Batteries
    Yang, Wen-An
    Xiao, Maohua
    Zhou, Wei
    Guo, Yu
    Liao, Wenhe
    SHOCK AND VIBRATION, 2016, 2016
  • [38] Remaining Useful Life Prediction of Lithium-ion Batteries Based on a Hybrid Model
    Lv, Haizhen
    Shen, Dongxu
    Yang, Zhigang
    2022 IEEE 17TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2022, : 1003 - 1008
  • [39] An interpretable online prediction method for remaining useful life of lithium-ion batteries
    Li, Zuxin
    Shen, Shengyu
    Ye, Yifu
    Cai, Zhiduan
    Zhen, Aigang
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [40] Remaining useful life prediction of lithium-ion battery based on auto-regression and particle filter
    Lin, Jie
    Wei, Minghua
    INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS, 2021, 14 (02) : 218 - 237
12345