IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v323y2025ics0360544225014227.html

Force-signal driven real-time lithium plating detection in mechanically constrained LiFePO4 pouch cells

Author

Listed:
  • Chang, Chun
  • Li, Xinqi
  • Sun, Yuhui
  • Jiang, Jiuchun
  • Tian, Aina
  • Lv, Lu
  • Gao, Yang

Abstract

Rapid charging technology aims to improve the charging efficiency and reduce the charging time of lithium-ion batteries (LIBs). However, during rapid charging, an imbalance between lithium-ion insertion and extraction may induce lithium plating, leading to capacity fade, increased internal resistance, and potentially internal short circuits and thermal runaway. Thus, real-time detection of lithium plating is critical for battery safety. Traditional voltage relaxation methods require resting periods, resulting in slow detection and limited sensitivity. In this study, we explore the relationship between internal lithium plating and external expansion force using a three-electrode pouch cell. Experimental results reveal that upon lithium plating, the anode potential drops below 0 V; a distinct inflection appears in the expansion force during constant voltage charging, and a peak emerges in the differential pressure curve during constant current charging. Based on these findings, we introduce a novel real-time lithium plating detection technique, termed Differential Pressure Analysis in the Voltage (DPAV) stage. This method circumvents the need for prolonged resting periods or constant voltage charging data, and it delivers higher detection accuracy compared with conventional voltage relaxation and dP/dQ analyses, offering a practical solution for the rapid charging of LIBs.

Suggested Citation

  • Chang, Chun & Li, Xinqi & Sun, Yuhui & Jiang, Jiuchun & Tian, Aina & Lv, Lu & Gao, Yang, 2025. "Force-signal driven real-time lithium plating detection in mechanically constrained LiFePO4 pouch cells," Energy, Elsevier, vol. 323(C).
  • Handle: RePEc:eee:energy:v:323:y:2025:i:c:s0360544225014227
    DOI: 10.1016/j.energy.2025.135780
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225014227
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.135780?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Zhang, Guangxu & Wei, Xuezhe & Tang, Xuan & Zhu, Jiangong & Chen, Siqi & Dai, Haifeng, 2021. "Internal short circuit mechanisms, experimental approaches and detection methods of lithium-ion batteries for electric vehicles: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    2. Shen, Yudong & Wang, Xueyuan & Jiang, Zhao & Luo, Bingyin & Chen, Daidai & Wei, Xuezhe & Dai, Haifeng, 2024. "Online detection of lithium plating onset during constant and multistage constant current fast charging for lithium-ion batteries," Applied Energy, Elsevier, vol. 370(C).
    3. Guo, Zixin & Ma, Zhichao & Zhao, Wenyang & Wang, Shenghui & Zhao, Hongwei & Ren, Luquan, 2025. "Quantitative investigation on the overcharge cycling-induced severe degradation of electrochemical and mechanical properties of lithium-ion battery cells," Energy, Elsevier, vol. 318(C).
    4. Jie Xiao & Qiuyan Li & Yujing Bi & Mei Cai & Bruce Dunn & Tobias Glossmann & Jun Liu & Tetsuya Osaka & Ryuta Sugiura & Bingbin Wu & Jihui Yang & Ji-Guang Zhang & M. Stanley Whittingham, 2020. "Understanding and applying coulombic efficiency in lithium metal batteries," Nature Energy, Nature, vol. 5(8), pages 561-568, August.
    5. Wenxiao Huang & Yusheng Ye & Hao Chen & Rafael A. Vilá & Andrew Xiang & Hongxia Wang & Fang Liu & Zhiao Yu & Jinwei Xu & Zewen Zhang & Rong Xu & Yecun Wu & Lien-Yang Chou & Hansen Wang & Junwei Xu & D, 2022. "Onboard early detection and mitigation of lithium plating in fast-charging batteries," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    6. Tian, Yu & Lin, Cheng & Li, Hailong & Du, Jiuyu & Xiong, Rui, 2021. "Detecting undesired lithium plating on anodes for lithium-ion batteries – A review on the in-situ methods," Applied Energy, Elsevier, vol. 300(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guo, Zixin & Zhao, Wenyang & Ma, Zhichao & Wang, Shenghui & Liu, Jiong & Zhao, Hongwei & Ren, Luquan, 2025. "Slight overdischarge cycling-induced severe degradation of electrochemical and mechanical properties of lithium-ion batteries," Applied Energy, Elsevier, vol. 393(C).
    2. Cai, Hongchang & Tang, Xiaopeng & Lai, Xin & Wang, Yanan & Han, Xuebing & Ouyang, Minggao & Zheng, Yuejiu, 2024. "How battery capacities are correctly estimated considering latent short-circuit faults," Applied Energy, Elsevier, vol. 375(C).
    3. Yuan, Yuebo & Wang, Hewu & Sun, Yukun & Han, Xuebing & Zhu, Cheng & Ouyang, Minggao, 2025. "The influence of local lithium plating on battery safety and a novel detection method," Energy, Elsevier, vol. 321(C).
    4. David Wasylowski & Heinrich Ditler & Morian Sonnet & Tim Falkenstein & Luca Leogrande & Emanuel Ronge & Alexander Blömeke & Andreas Würsig & Florian Ringbeck & Dirk Uwe Sauer, 2024. "Operando visualisation of lithium plating by ultrasound imaging of battery cells," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    5. Guo, Zixin & Ma, Zhichao & Liu, Jiong & Zhao, Wenyang & Wang, Shenghui & Zhao, Hongwei & Ren, Luquan, 2025. "Overcharging cycle aging-induced severe degradation of safety properties of lithium-ion pouch battery cells subjected to mechanical abuse," Energy, Elsevier, vol. 320(C).
    6. Cui, Binghan & Wang, Han & Li, Renlong & Xiang, Lizhi & Zhao, Huaian & Xiao, Rang & Li, Sai & Liu, Zheng & Yin, Geping & Cheng, Xinqun & Ma, Yulin & Huo, Hua & Zuo, Pengjian & Lu, Taolin & Xie, Jingyi, 2024. "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model," Applied Energy, Elsevier, vol. 353(PA).
    7. Pietro Iurilli & Luigi Luppi & Claudio Brivio, 2022. "Non-Invasive Detection of Lithium-Metal Battery Degradation," Energies, MDPI, vol. 15(19), pages 1-14, September.
    8. Xiong, Rui & Wang, Peng & Jia, Yanbo & Shen, Weixiang & Sun, Fengchun, 2025. "Multi-factor aging in Lithium Iron phosphate batteries: Mechanisms and insights," Applied Energy, Elsevier, vol. 382(C).
    9. Yu, Xiao & Lin, Cheng & Tian, Yu & Zhao, Mingjie & Liu, Huimin & Xie, Peng & Zhang, JunZhi, 2023. "Real-time and hierarchical energy management-control framework for electric vehicles with dual-motor powertrain system," Energy, Elsevier, vol. 272(C).
    10. Hsu, Chia-Wei & Xiong, Rui & Chen, Nan-Yow & Li, Ju & Tsou, Nien-Ti, 2022. "Deep neural network battery life and voltage prediction by using data of one cycle only," Applied Energy, Elsevier, vol. 306(PB).
    11. Hou, Liubin & Dong, Ao & Ma, Ruifei & Lin, Hejie & Deng, Yelin, 2024. "The sensitive detection of the early-stage internal short circuit triggered by lithium plating through the simplified electrochemical model at various working conditions," Energy, Elsevier, vol. 304(C).
    12. Huang, Yajun & Fan, Yu & Sun, Le & Shen, Xiongqi & Zhao, Yinquan & Cao, Yang & Wang, Junling & Wang, Zhirong, 2025. "Mechanism of heat transfer suppression and safety evaluation of high-performance aerogel insulation materials in the thermal runaway propagation of lithium-ion batteries," Energy, Elsevier, vol. 334(C).
    13. Gao, Renjing & Liang, Hong & Zhang, Yunfei & Zhao, Haihe & Chen, Zeyu, 2024. "Characterization of lithium-ion batteries after suffering micro short circuit induced by mechanical stress abuse," Applied Energy, Elsevier, vol. 374(C).
    14. Li, Heng & Liu, Zhijun & Bin Kaleem, Muaaz & Duan, Lijun & Ruan, Siqi & Liu, Weirong, 2025. "Fault detection for lithium-ion batteries of electric vehicles with spatio-temporal autoencoder," Applied Energy, Elsevier, vol. 392(C).
    15. Bingxiang Sun & Xianjie Qi & Donglin Song & Haijun Ruan, 2023. "Review of Low-Temperature Performance, Modeling and Heating for Lithium-Ion Batteries," Energies, MDPI, vol. 16(20), pages 1-37, October.
    16. Peiyuan Ma & Ritesh Kumar & Ke-Hsin Wang & Chibueze V. Amanchukwu, 2025. "Active learning accelerates electrolyte solvent screening for anode-free lithium metal batteries," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
    17. Matthew Burton & Sudarshan Narayanan & Ben Jagger & Lorenz F. Olbrich & Shobhan Dhir & Masafumi Shibata & Michael J. Lain & Robert Astbury & Nicholas Butcher & Mark Copley & Toshikazu Kotaka & Yuichi , 2025. "Techno-economic assessment of thin lithium metal anodes for solid-state batteries," Nature Energy, Nature, vol. 10(1), pages 135-147, January.
    18. Cai, Jixiang & Wei, Xuezhe & Wang, Xueyuan & Zhu, Jiangong & Jiang, Bo & Tao, Zhe & Tian, Mengshu & Dai, Haifeng, 2025. "Revealing effects of pouch Li-ion battery structure on fast charging ability through numerical simulation," Applied Energy, Elsevier, vol. 377(PA).
    19. Kang, Sangwon & Tu, Hao & Fang, Huazhen, 2026. "BattBee: Equivalent circuit modeling and early detection of thermal runaway triggered by internal short circuits for lithium-ion batteries," Applied Energy, Elsevier, vol. 404(C).
    20. Du, Xinghao & Meng, Jinhao & Amirat, Yassine & Gao, Fei & Benbouzid, Mohamed, 2025. "Real-time lithium plating onset detection for lithium-ion batteries via dynamic impedance spectra analysis," Applied Energy, Elsevier, vol. 402(PA).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:323:y:2025:i:c:s0360544225014227. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.