A review of lithium-ion battery state of charge estimation based on deep learning: Directions for improvement and future trends

被引：0
|
作者：
Liu, Yuefeng [1 ]
He, Yingjie [1 ]
Bian, Haodong [1 ]
Guo, Wei [1 ]
Zhang, Xiaoyan [1 ]
机构：
[1] School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou,014010, China
来源：
Journal of Energy Storage | 2022年 / 52卷
关键词：
90;
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
  • [1] A review of lithium-ion battery state of charge estimation based on deep learning: Directions for improvement and future trends
    Liu, Yuefeng
    He, Yingjie
    Bian, Haodong
    Guo, Wei
    Zhang, Xiaoyan
    JOURNAL OF ENERGY STORAGE, 2022, 52
  • [2] A Review of Lithium-Ion Battery State of Charge Estimation Methods Based on Machine Learning
    Zhao, Feng
    Guo, Yun
    Chen, Baoming
    WORLD ELECTRIC VEHICLE JOURNAL, 2024, 15 (04):
  • [3] Review of lithium-ion battery state of charge estimation
    Ning Li
    Yu Zhang
    Fuxing He
    Longhui Zhu
    Xiaoping Zhang
    Yong Ma
    Shuning Wang
    Global Energy Interconnection, 2021, 4 (06) : 619 - 630
  • [4] Review of lithium-ion battery state of charge estimation
    Li, Ning
    Zhang, Yu
    He, Fuxing
    Zhu, Longhui
    Zhang, Xiaoping
    Ma, Yong
    Wang, Shuning
    GLOBAL ENERGY INTERCONNECTION-CHINA, 2021, 4 (06): : 619 - 630
  • [5] Deep Learning Framework for Lithium-ion Battery State of Charge Estimation: Recent Advances and Future Perspectives
    Tian, Jinpeng
    Chen, Cheng
    Shen, Weixiang
    Sun, Fengchun
    Xiong, Rui
    ENERGY STORAGE MATERIALS, 2023, 61
  • [6] Advancements in the estimation of the state of charge of lithium-ion battery: a comprehensive review of traditional and deep learning approaches
    Wu, Yunhao
    Bai, Dongxin
    Zhang, Kai
    Li, Yong
    Yang, Fuqian
    JOURNAL OF MATERIALS INFORMATICS, 2025, 5 (02):
  • [7] The State of Charge Estimation of Lithium-Ion Battery Based on Battery Capacity
    Li, Junhong
    Jiang, Zeyu
    Jiang, Yizhe
    Song, Weicheng
    Gu, Juping
    JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2022, 169 (12)
  • [8] Estimation of Lithium-ion Battery State of Charge
    Zhang Di
    Ma Yan
    Bai Qing-Wen
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 6256 - 6260
  • [9] Review of State Estimation of Lithium-ion Battery with Machine Learning
    Xie Y.
    Cheng X.
    Cheng, Ximing (cxm2004@bit.edu.com), 1720, SAE-China (43): : 1720 - 1729
  • [10] Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation
    Eleftheriadis, Panagiotis
    Giazitzis, Spyridon
    Leva, Sonia
    Ogliari, Emanuele
    IEEE ACCESS, 2024, 12 : 993 - 1004
12345