Detection Method of Lithium Plating of Lithium-Ion Battery Based on Complex Morlet Wavelet Transform

被引:0
|
作者
Lyu, Kai [1 ]
Liu, Xinwei [1 ]
Chen, Siwen [1 ]
Xing, Shiyou [1 ]
Guo, Yilong [1 ]
Sun, Jinlei [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
基金
中国国家自然科学基金;
关键词
Lithium Plating Detection; EIS; Complex Morlet Wavelet Transform; Lithium-ion Battery; QUANTIFICATION; CELLS;
D O I
10.1007/978-981-97-0873-4_57
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Lithium-ion batteries (LIBs) are widely used in electric vehicles (EVs) and energy storage systems for their high energy density, high power density and long service life. The phenomenon of lithium plating (LP) has always threatened the safe operation of LIBs, and the detection of LP by electrochemical impedance spectroscopy (EIS) has become the focus of industry and academia. Therefore, in order to solve the time-consuming problem of existing LP detection method, this paper proposes a method of EIS calculation and LP detection method based on complex Morlet wavelet transform (CMWT). Firstly, the boundary conditions of LP phenomenon in LIBs under different rates and ambient temperatures were investigated through LP induction experiments. Then, the EIS of the battery was extracted quickly by current excitation pulse and CMWT. Finally, the EIS variation rules in different SOC intervals after LP are studied, and the LP criterion is formed. The LP detection method in this paper can promote the reduction of EIS detection time.
引用
收藏
页码:571 / 578
页数:8
相关论文
共 50 条
  • [41] Lithium-ion battery: a review
    Bidwe M.M.
    Kulkarni S.G.
    International Journal of Vehicle Information and Communication Systems, 2024, 9 (02) : 135 - 163
  • [42] Lithium-Ion Battery Systems
    Horiba, Tatsuo
    PROCEEDINGS OF THE IEEE, 2014, 102 (06) : 939 - 950
  • [43] Simultaneous and continuous characterization of reversible and irreversible heat of lithium-ion battery using wavelet transform technique
    Hu, Yang
    Choe, Song-Yul
    ELECTROCHIMICA ACTA, 2021, 375 (375)
  • [44] Lithium-Ion Battery Safety
    Doan, Daniel R.
    IEEE INDUSTRY APPLICATIONS MAGAZINE, 2019, 25 (01) : 11 - 11
  • [45] The Birth of the Lithium-Ion Battery
    Yoshino, Akira
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2012, 51 (24) : 5798 - 5800
  • [46] The internal resistance characteristics of lithium-ion battery based on HPPC method
    Lou Tingting
    Zhang Weige
    Guo Hongyu
    Wang Jisong
    FUTURE MATERIAL RESEARCH AND INDUSTRY APPLICATION, PTS 1 AND 2, 2012, 455-456 : 246 - 251
  • [47] An AUKF-Based SOC Estimation Method for Lithium-ion Battery
    Wang P.
    Gong Q.
    Cheng Z.
    Zhang J.
    Qiche Gongcheng/Automotive Engineering, 2022, 44 (07): : 1080 - 1087
  • [48] A Lithium-ion Battery Thermal Management Method Based on Silicon Oil
    Xie, Lingdong
    Wang, Lipeng
    Zhou, Honghui
    Weng, Donglei
    Lin, Da
    Liu, Zhijia
    Wang, Qian
    2023 9TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND ROBOTICS ENGINEERING, ICMRE, 2023, : 257 - 264
  • [49] Lithium-Ion Battery Capacity Estimation: A Method Based on Visual Cognition
    Cheng, Yujie
    Tao, Laifa
    Yang, Chao
    COMPLEXITY, 2017,
  • [50] SOH Estimation Method of Lithium-ion Battery Based on TCN Encoding
    Zhou
    Cheng Z.
    Gong Q.
    Liu X.
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2023, 50 (04): : 185 - 192