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Lithium plating detection of lithium-ion batteries based on the improved variance entropy algorithm

Author

Listed:
  • Chen, Yingjie
  • Zhang, Huaqin
  • Hong, Jichao
  • Hou, Yankai
  • Yang, Jingsong
  • Zhang, Chi
  • Ma, Shikun
  • Zhang, Xinyang
  • Yang, Haixu
  • Liang, Fengwei
  • Li, Kerui

Abstract

Lithium plating is an important causation leading to capacity loss and thermal runaway of lithium-ion batteries. A detection method and alarm strategy of abnormal lithium plating can mitigate the risk form lithium plating. This paper presents a comprehensive and stable detection method for abnormal lithium plating based on variance entropy. An overvoltage-induced lithium plating experiment has been conduction on a 19-series lithium-ion battery pack, and the abnormal lithium plating was detected by the electrochemical characteristics and variance entropy. The variance entropy can analyze the subtle voltage inconsistencies of cells and first detect abnormal cells in Cycle 13. By comparing the electrochemical characteristics and variance entropy values, the effective application conditions of variance entropy were summarized. Moreover, the variance entropy and voltage platform were combined to extend the application condition and improve the stability. This research can provide the basis for the stable and robust detection method of abnormal lithium plating.

Suggested Citation

  • Chen, Yingjie & Zhang, Huaqin & Hong, Jichao & Hou, Yankai & Yang, Jingsong & Zhang, Chi & Ma, Shikun & Zhang, Xinyang & Yang, Haixu & Liang, Fengwei & Li, Kerui, 2024. "Lithium plating detection of lithium-ion batteries based on the improved variance entropy algorithm," Energy, Elsevier, vol. 299(C).
    • Handle: RePEc:eee:energy:v:299:y:2024:i:c:s0360544224013471
    DOI: 10.1016/j.energy.2024.131574
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    References listed on IDEAS

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    1. Zubi, Ghassan & Dufo-López, Rodolfo & Carvalho, Monica & Pasaoglu, Guzay, 2018. "The lithium-ion battery: State of the art and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 292-308.
    2. Ren, Dongsheng & Feng, Xuning & Lu, Languang & He, Xiangming & Ouyang, Minggao, 2019. "Overcharge behaviors and failure mechanism of lithium-ion batteries under different test conditions," Applied Energy, Elsevier, vol. 250(C), pages 323-332.
    3. Liu, Fen & Wang, Jianfeng & Yang, Na & Wang, Fuqiang & Chen, Yaping & Lu, Dongchen & Liu, Hui & Du, Qian & Ren, Xutong & Shi, Mengyu, 2022. "Experimental study on the alleviation of thermal runaway propagation from an overcharged lithium-ion battery module using different thermal insulation layers," Energy, Elsevier, vol. 257(C).
    4. Geng, Jingxuan & Gao, Suofen & Sun, Xin & Liu, Zongwei & Zhao, Fuquan & Hao, Han, 2022. "Potential of electric vehicle batteries second use in energy storage systems: The case of China," Energy, Elsevier, vol. 253(C).
    5. Yang, Jufeng & Huang, Wenxin & Xia, Bing & Mi, Chris, 2019. "The improved open-circuit voltage characterization test using active polarization voltage reduction method," Applied Energy, Elsevier, vol. 237(C), pages 682-694.
    6. Mao, Ning & Gadkari, Siddharth & Wang, Zhirong & Zhang, Teng & Bai, Jinglong & Cai, Qiong, 2023. "A comparative analysis of lithium-ion batteries with different cathodes under overheating and nail penetration conditions," Energy, Elsevier, vol. 278(PB).
    7. Hong, Jichao & Wang, Zhenpo & Qu, Changhui & Zhou, Yangjie & Shan, Tongxin & Zhang, Jinghan & Hou, Yankai, 2022. "Investigation on overcharge-caused thermal runaway of lithium-ion batteries in real-world electric vehicles," Applied Energy, Elsevier, vol. 321(C).
    Full references (including those not matched with items on IDEAS)

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