Residual Life Prediction of Lithium Batteries Based on Data Mining

被引:0
|
作者
Ma, Dandan [1 ]
Qin, Xiangge [2 ]
机构
[1] Information Science & Electronic Technology, Jiamusi University, Heilongjiang, Jiamusi,154007, China
[2] Materials Science & Engineering, Jiamusi University, Heilongjiang, Jiamusi,154007, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Life prediction and reliability assessment of lithium secondary batteries
    Eom, Seung-Wook
    Kim, Min-Kyu
    Kim, Ick-Jun
    Moon, Seong-In
    Sun, Yang-Kook
    Kim, Hyun-Soo
    JOURNAL OF POWER SOURCES, 2007, 174 (02) : 954 - 958
  • [22] Remaining useful life prediction of Lithium-ion batteries based on data preprocessing and CNN-LSSVR algorithm
    Dong, Ti
    Sun, Yiming
    Liu, Jia
    Gao, Qiang
    Zhao, Chunrong
    Cao, Wenjiong
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2025, 167
  • [23] A Data-Driven Method for Lithium-Ion Batteries Remaining Useful Life Prediction Based on Optimal Hyperparameters
    Zhu, Yuhao
    Shang, Yunlong
    Duan, Bin
    Gu, Xin
    Li, Shipeng
    Chen, Guicheng
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 7388 - 7392
  • [24] On-Line Residual Life Prediction for Cylinder Based on Degradation Data
    Li F.
    Yuan Z.
    He Z.
    Wang Z.
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2019, 39 (03): : 577 - 581
  • [25] Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML
    Luo, Chenqiang
    Zhang, Zhendong
    Qiao, Dongdong
    Lai, Xin
    Li, Yongying
    Wang, Shunli
    ENERGIES, 2022, 15 (13)
  • [26] 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
  • [27] Prediction of Remaining Useful Life of Lithium Batteries Based on WOA-VMD and LSTM
    Ouyang, Mingsan
    Shen, Peicheng
    ENERGIES, 2022, 15 (23)
  • [28] Remaining Useful Life Prediction of Lithium Batteries Based on Extended Kalman Particle Filter
    Zhang, Ning
    Xu, Aidong
    Wang, Kai
    Han, Xiaojia
    Hong, Wenhuan
    Hong, Seung Ho
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2021, 16 (02) : 206 - 214
  • [29] Remaining life prediction of lithium-ion batteries based on health management: A review
    Song, Kai
    Hu, Die
    Tong, Yao
    Yue, Xiaoguang
    JOURNAL OF ENERGY STORAGE, 2023, 57
  • [30] Life prediction of lithium-ion batteries based on multiscale decomposition and deep learning
    Hu T.-Z.
    Yu J.-B.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2019, 53 (10): : 1852 - 1864