Review of machine learning for safety management of li-ion battery energy storage

被引：0
|
作者：
Cai, Tao [1 ]
Zhang, Zhaocheng [1 ]
Yuan, Aote [1 ]
Shi, Zhiyuan [1 ]
Zhang, Bohan [1 ]
机构：
[1] State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Huazhong University of Science and Technology, Wuhan,430074, China
来源：
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control | 2022年 / 50卷 / 24期
关键词：
Lithium-ion batteries;
D O I：
10.19783/j.cnki.pspc.221772
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：178 / 187
相关论文
共 50 条
  • [1] A review of safety strategies of a Li-ion battery
    Chombo, Pius Victor
    Laoonual, Yossapong
    [J]. JOURNAL OF POWER SOURCES, 2020, 478
  • [2] Review of Research about Thermal Runaway and Management of Li-ion Battery Energy Storage Systems
    Zhang, Xiaoqiang
    Li, Lei
    Zhang, Weiping
    [J]. 2020 IEEE 9TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC2020-ECCE ASIA), 2020, : 3216 - 3220
  • [3] Design improvement of thermal management for Li-ion battery energy storage systems
    Ashkboos, Pourya
    Yousefi, Amin
    Houshfar, Ehsan
    [J]. SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2021, 44
  • [4] A review of fire mitigation methods for li-ion battery energy storage system
    Sebastian, Roshan
    [J]. PROCESS SAFETY PROGRESS, 2022, 41 (03) : 426 - 429
  • [5] Reinforcement learning for battery energy management: A new balancing approach for Li-ion battery packs
    Tavakol-Moghaddam, Yasaman
    Boroushaki, Mehrdad
    Astaneh, Majid
    [J]. RESULTS IN ENGINEERING, 2024, 23
  • [6] Overview of Li-ion battery energy storage system failures and risk management considerations
    Stokes, Roger
    [J]. PROCESS SAFETY PROGRESS, 2022, 41 (03) : 437 - 439
  • [7] Economic Analysis of Li-Ion Battery Energy Storage System
    Preciado, David
    Pham, Petterson
    Subburaj, Anitha Sarah
    Subburaj, Vinitha Hannah
    [J]. PROCEEDINGS OF THE 2020 IEEE GREEN TECHNOLOGIES CONFERENCE (GREENTECH), 2020, : 153 - 158
  • [8] Review on Li-Ion Battery with Battery Management System in Electrical Vehicle
    Ramkumar, M. Siva
    Reddy, C. Subba Rami
    Ramakrishnan, Agenya
    Raja, K.
    Pushpa, S.
    Jose, S.
    Jayakumar, Mani
    [J]. ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2022, 2022
  • [9] System Design and Energy Management for Li-ion Battery, Seawater Battery and Fuel Cell Hybrid Energy Storage System
    Wang, Youlong
    Li Hongyang
    Wen Xuhui
    [J]. 2017 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ASIA-PACIFIC (ITEC ASIA-PACIFIC), 2017, : 1109 - 1114
  • [10] A Novel Machine Learning Method Based Approach for Li-Ion Battery Prognostic and Health Management
    Fan, Jiaming
    Fan, Jianping
    Liu, Feng
    Qu, Jiantao
    Li, Ruofeng
    [J]. IEEE ACCESS, 2019, 7 : 160043 - 160061
12345