IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-40995-3.html
   My bibliography  Save this article

Operando monitoring of thermal runaway in commercial lithium-ion cells via advanced lab-on-fiber technologies

Author

Listed:
  • Wenxin Mei

    (University of Science and Technology of China)

  • Zhi Liu

    (Jinan University)

  • Chengdong Wang

    (University of Science and Technology of China)

  • Chuang Wu

    (Jinan University)

  • Yubin Liu

    (Jinan University)

  • Pengjie Liu

    (University of Science and Technology of China)

  • Xudong Xia

    (Jinan University)

  • Xiaobin Xue

    (Jinan University)

  • Xile Han

    (Jinan University)

  • Jinhua Sun

    (University of Science and Technology of China)

  • Gaozhi Xiao

    (National Research Council of Canada)

  • Hwa-yaw Tam

    (The Hong Kong Polytechnic University, Kowloon)

  • Jacques Albert

    (Carleton University)

  • Qingsong Wang

    (University of Science and Technology of China)

  • Tuan Guo

    (Jinan University)

Abstract

Operando monitoring of complex physical and chemical activities inside rechargeable lithium-ion batteries during thermal runaway is critical to understanding thermal runaway mechanisms and giving early warning of safety-related failure. However, most existing sensors cannot survive during such extremely hazardous thermal runaway processes (temperature up to 500 °C accompanied by fire and explosion). To address this, we develop a compact and multifunctional optical fiber sensor (12 mm in length and 125 µm in diameter) capable of insertion into commercial 18650 cells to continuously monitor internal temperature and pressure effects during cell thermal runaway. We observe a stable and reproducible correlation between the cell thermal runaway and the optical response. The sensor’s signal shows two internal pressure peaks corresponding to safety venting and initiation of thermal runaway. Further analysis reveals that a scalable solution for predicting imminent thermal runaway is the detection of the abrupt turning range of the differential curves of cell temperature and pressure, which corresponds to an internal transformation between the cell reversible and irreversible reactions. By raising an alert even before safety venting, this new operando measurement tool can provide crucial capabilities in cell safety assessment and warning of thermal runaway.

Suggested Citation

  • Wenxin Mei & Zhi Liu & Chengdong Wang & Chuang Wu & Yubin Liu & Pengjie Liu & Xudong Xia & Xiaobin Xue & Xile Han & Jinhua Sun & Gaozhi Xiao & Hwa-yaw Tam & Jacques Albert & Qingsong Wang & Tuan Guo, 2023. "Operando monitoring of thermal runaway in commercial lithium-ion cells via advanced lab-on-fiber technologies," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-40995-3
    DOI: 10.1038/s41467-023-40995-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-40995-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-40995-3?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
    ---><---

    References listed on IDEAS

    as
    1. Runlin Wang & Haozhe Zhang & Qiyu Liu & Fu Liu & Xile Han & Xiaoqing Liu & Kaiwei Li & Gaozhi Xiao & Jacques Albert & Xihong Lu & Tuan Guo, 2022. "Operando monitoring of ion activities in aqueous batteries with plasmonic fiber-optic sensors," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    2. Jiaqiang Huang & Steven T. Boles & Jean-Marie Tarascon, 2022. "Sensing as the key to battery lifetime and sustainability," Nature Sustainability, Nature, vol. 5(3), pages 194-204, March.
    3. Ermanno Miele & Wesley M. Dose & Ilya Manyakin & Michael H. Frosz & Zachary Ruff & Michael F. L. Volder & Clare P. Grey & Jeremy J. Baumberg & Tijmen G. Euser, 2022. "Hollow-core optical fibre sensors for operando Raman spectroscopy investigation of Li-ion battery liquid electrolytes," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    4. M. Armand & J.-M. Tarascon, 2008. "Building better batteries," Nature, Nature, vol. 451(7179), pages 652-657, February.
    5. Jiaqiang Huang & Laura Albero Blanquer & Julien Bonefacino & E. R. Logan & Daniel Alves Dalla Corte & Charles Delacourt & Betar M. Gallant & Steven T. Boles & J. R. Dahn & Hwa-Yaw Tam & Jean-Marie Tar, 2020. "Operando decoding of chemical and thermal events in commercial Na(Li)-ion cells via optical sensors," Nature Energy, Nature, vol. 5(9), pages 674-683, September.
    6. Richard Schmuch & Ralf Wagner & Gerhard Hörpel & Tobias Placke & Martin Winter, 2018. "Performance and cost of materials for lithium-based rechargeable automotive batteries," Nature Energy, Nature, vol. 3(4), pages 267-278, April.
    7. Said, Ahmed O. & Lee, Christopher & Stoliarov, Stanislav I. & Marshall, André W., 2019. "Comprehensive analysis of dynamics and hazards associated with cascading failure in 18650 lithium ion cell arrays," Applied Energy, Elsevier, vol. 248(C), pages 415-428.
    8. Jianhui Wang & Yuki Yamada & Keitaro Sodeyama & Eriko Watanabe & Koji Takada & Yoshitaka Tateyama & Atsuo Yamada, 2018. "Fire-extinguishing organic electrolytes for safe batteries," Nature Energy, Nature, vol. 3(1), pages 22-29, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Annabel Olgo & Sylvie Genies & Romain Franchi & Cédric Septet & Quentin Jacquet & Quentin Berrod & Rasmus Palm & Pascale Chenevier & Elise Villemin & Claire Villevieille & Nils Blanc & Samuel Tardif &, 2024. "Revealing how internal sensors in a smart battery impact the local graphite lithiation mechanism," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    2. Daniels, Rojo Kurian & Kumar, Vikas & Chouhan, Satyendra Singh & Prabhakar, Aneesh, 2024. "Thermal runaway fault prediction in air-cooled lithium-ion battery modules using machine learning through temperature sensors placement optimization," Applied Energy, Elsevier, vol. 355(C).
    3. Yu, Kun & Liu, Peng & Xu, Bin & Li, Jinzhong & Wang, Xinyu & Zhang, Heng & Mao, Lei, 2025. "Warning lithium-ion battery thermal runaway with 4-min relaxation voltage," Applied Energy, Elsevier, vol. 377(PA).
    4. Li, Kuijie & Gao, Xinlei & Wang, Shengshi & Peng, Shijian & Zhang, Weixin & Wu, Weixiong & Wang, Huizhi & Liu, Peng & Han, Xuebing & Cao, Yuan-cheng & Wen, Jinyu & Cheng, Shijie & Ouyang, Minggao, 2024. "Comparative analysis of multidimensional signals evolution in prismatic and pouch LiFePO4 batteries under thermal abuse," Applied Energy, Elsevier, vol. 372(C).
    5. Jin, Chengwei & Xu, Jun & Jia, Zhenyu & Xie, Yanmin & Zhang, Xianggong & Mei, Xuesong, 2024. "Expansion force signal based rapid detection of early thermal runaway for pouch batteries," Energy, Elsevier, vol. 312(C).
    6. Daniels, Rojo Kurian & Kumar, Vikas & Prabhakar, Aneesh, 2025. "A comparative study of data-driven thermal fault prediction using machine learning algorithms in air-cooled cylindrical Li-ion battery modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).

    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. Fu Liu & Wenqing Lu & Jiaqiang Huang & Vanessa Pimenta & Steven Boles & Rezan Demir-Cakan & Jean-Marie Tarascon, 2023. "Detangling electrolyte chemical dynamics in lithium sulfur batteries by operando monitoring with optical resonance combs," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    2. Entwistle, Jake & Ge, Ruihuan & Pardikar, Kunal & Smith, Rachel & Cumming, Denis, 2022. "Carbon binder domain networks and electrical conductivity in lithium-ion battery electrodes: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    3. Arjun K. Thapa & Abhinav C. Nouduri & Mohammed Mohiuddin & Hari Prasad Reddy Kannapu & Lihui Bai & Hui Wang & Mahendra K. Sunkara, 2024. "Recycling and Reuse of Mn-Based Spinel Electrode from Spent Lithium-Ion Batteries," Energies, MDPI, vol. 17(16), pages 1-13, August.
    4. Xiaozhe Zhang & Pan Xu & Jianing Duan & Xiaodong Lin & Juanjuan Sun & Wenjie Shi & Hewei Xu & Wenjie Dou & Qingyi Zheng & Ruming Yuan & Jiande Wang & Yan Zhang & Shanshan Yu & Zehan Chen & Mingsen Zhe, 2024. "A dicarbonate solvent electrolyte for high performance 5 V-Class Lithium-based batteries," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    5. Annabel Olgo & Sylvie Genies & Romain Franchi & Cédric Septet & Quentin Jacquet & Quentin Berrod & Rasmus Palm & Pascale Chenevier & Elise Villemin & Claire Villevieille & Nils Blanc & Samuel Tardif &, 2024. "Revealing how internal sensors in a smart battery impact the local graphite lithiation mechanism," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    6. Yi-Fan Tian & Shuang-Jie Tan & Chunpeng Yang & Yu-Ming Zhao & Di-Xin Xu & Zhuo-Ya Lu & Ge Li & Jin-Yi Li & Xu-Sheng Zhang & Chao-Hui Zhang & Jilin Tang & Yao Zhao & Fuyi Wang & Rui Wen & Quan Xu & Yu-, 2023. "Tailoring chemical composition of solid electrolyte interphase by selective dissolution for long-life micron-sized silicon anode," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    7. Lingxi Kong & Chuan Li & Jiuchun Jiang & Michael G. Pecht, 2018. "Li-Ion Battery Fire Hazards and Safety Strategies," Energies, MDPI, vol. 11(9), pages 1-11, August.
    8. Cédric Leau & Yu Wang & Charlotte Gervillié-Mouravieff & Steven T Boles & Xiang-Hua Zhang & Simon Coudray & Catherine Boussard-Plédel & Jean-Marie Tarascon, 2025. "Tracking solid electrolyte interphase dynamics using operando fibre-optic infra-red spectroscopy and multivariate curve regression," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
    9. Shaozhen Huang & Zhibin Wu & Bernt Johannessen & Kecheng Long & Piao Qing & Pan He & Xiaobo Ji & Weifeng Wei & Yuejiao Chen & Libao Chen, 2023. "Interfacial friction enabling ≤ 20 μm thin free-standing lithium strips for lithium metal batteries," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    10. Zhou, Yuekuan, 2024. "Lifecycle battery carbon footprint analysis for battery sustainability with energy digitalization and artificial intelligence," Applied Energy, Elsevier, vol. 371(C).
    11. Yuqiang Zeng & Fengyu Shen & Buyi Zhang & Jaeheon Lee & Divya Chalise & Qiye Zheng & Yanbao Fu & Sumanjeet Kaur & Sean D. Lubner & Vincent S. Battaglia & Bryan D. McCloskey & Michael C. Tucker & Ravi , 2023. "Nonintrusive thermal-wave sensor for operando quantification of degradation in commercial batteries," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    12. Laura Albero Blanquer & Florencia Marchini & Jan Roman Seitz & Nour Daher & Fanny Bétermier & Jiaqiang Huang & Charlotte Gervillié & Jean-Marie Tarascon, 2022. "Optical sensors for operando stress monitoring in lithium-based batteries containing solid-state or liquid electrolytes," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    13. Dae-Seon Hong & Yeon-Ji Choi & Chang-Su Jin & Kyoung-Hee Shin & Woo-Jin Song & Sun-Hwa Yeon, 2023. "Enhanced Cycle Performance of NiCo 2 O 4 /CNTs Composites in Lithium-Air Batteries," Energies, MDPI, vol. 17(1), pages 1-14, December.
    14. Li, Qun & Yin, Longwei & Ma, Jingyun & Li, Zhaoqiang & Zhang, Zhiwei & Chen, Ailian & Li, Caixia, 2015. "Mesoporous silicon/carbon hybrids with ordered pore channel retention and tunable carbon incorporated content as high performance anode materials for lithium-ion batteries," Energy, Elsevier, vol. 85(C), pages 159-166.
    15. Held, Marcel & Tuchschmid, Martin & Zennegg, Markus & Figi, Renato & Schreiner, Claudia & Mellert, Lars Derek & Welte, Urs & Kompatscher, Michael & Hermann, Michael & Nachef, Léa, 2022. "Thermal runaway and fire of electric vehicle lithium-ion battery and contamination of infrastructure facility," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    16. Chen, Dongfang & Pan, Lyuming & Pei, Pucheng & Huang, Shangwei & Ren, Peng & Song, Xin, 2021. "Carbon-coated oxygen vacancies-rich Co3O4 nanoarrays grow on nickel foam as efficient bifunctional electrocatalysts for rechargeable zinc-air batteries," Energy, Elsevier, vol. 224(C).
    17. Zhi Chang & Huijun Yang & Xingyu Zhu & Ping He & Haoshen Zhou, 2022. "A stable quasi-solid electrolyte improves the safe operation of highly efficient lithium-metal pouch cells in harsh environments," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    18. Yohwan Choi & Hongseok Kim, 2016. "Optimal Scheduling of Energy Storage System for Self-Sustainable Base Station Operation Considering Battery Wear-Out Cost," Energies, MDPI, vol. 9(6), pages 1-19, June.
    19. Lili Zhang & Ning Zhang & Huishan Shang & Zhiyi Sun & Zihao Wei & Jingtao Wang & Yuanting Lei & Xiaochen Wang & Dan Wang & Yafei Zhao & Zhongti Sun & Fang Zhang & Xu Xiang & Bing Zhang & Wenxing Chen, 2024. "High-density asymmetric iron dual-atom sites for efficient and stable electrochemical water oxidation," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    20. Chao Wang & Ming Liu & Michel Thijs & Frans G. B. Ooms & Swapna Ganapathy & Marnix Wagemaker, 2021. "High dielectric barium titanate porous scaffold for efficient Li metal cycling in anode-free cells," Nature Communications, Nature, vol. 12(1), pages 1-11, December.

    More about this item

    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:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-40995-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    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.