Study on the extreme early warning method of thermal runaway utilizing li-ion battery strain
Author
Abstract
Suggested Citation
DOI: 10.1016/j.apenergy.2025.125494
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- 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).
- Chen, Long & Li, Kuijie & Cao, Yuan-cheng & Feng, Xuning & Wu, Weixiong, 2025. "Multidimensional signal fusion strategy for battery thermal runaway warning towards multiple application scenarios," Applied Energy, Elsevier, vol. 377(PB).
- Li, Kuijie & Chen, Long & Gao, Xinlei & Lu, Yao & Wang, Depeng & Zhang, Weixin & Wu, Weixiong & Han, Xuebing & Cao, Yuan-cheng & Wen, Jinyu & Cheng, Shijie & Ouyang, Minggao, 2024. "Implementing expansion force-based early warning in LiFePO4 batteries with various states of charge under thermal abuse scenarios," Applied Energy, Elsevier, vol. 362(C).
- Zhou, Zhizuan & Li, Maoyu & Zhou, Xiaodong & Ju, Xiaoyu & Yang, Lizhong, 2023. "Investigating thermal runaway characteristics and trigger mechanism of the parallel lithium-ion battery," Applied Energy, Elsevier, vol. 349(C).
- 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.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Liu, Zhibin & Li, Lei & Ding, Xiaoyin & Wang, Xia & Liu, Zhiheng & Wang, Yawen & Hu, Changpeng, 2025. "Anomaly detection for real-world electric vehicle charging data using a convolutional autoencoder with multiscale convolution, attention mechanism, and BiLSTM," Energy, Elsevier, vol. 337(C).
- He, Hao & Liu, Qian & He, Kehan & Zhu, Xiaoqing & Xu, Chao & Ju, Xing, 2026. "Structural and thermal regulation of strain behavior in batteries under air and immersion cooling," Energy, Elsevier, vol. 344(C).
- Clerici, Davide, 2025. "POLISOC: A hybrid state of charge estimation algorithm for lithium-ion batteries based on electrical and mechanical measurements," Applied Energy, Elsevier, vol. 401(PC).
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.- 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).
- Zhang, Jiabo & Li, Shuai & Guo, Qianzhen & Xu, Cangsu & Huang, Zhen & Han, Dong, 2025. "Multidimensional signal evolution during nail-penetration-induced thermal runaway in lithium-ion batteries with different states of charge: An optical investigation," Energy, Elsevier, vol. 334(C).
- Li, Jiaxing & Ou, Jingrong & Zeng, Shaohong & Chen, Long & Qiao, Yajun & Tan, Zijian & Li, Yubai & Wu, Weixiong, 2025. "Immersion cooling enabled thermal runaway prevention in overcharged batteries: Mechanisms and metrics," Applied Energy, Elsevier, vol. 401(PC).
- Sun, Xiepeng & Yi, Jiwei & Han, Yu & Zhang, Xiaolei & Tang, Fei & Hu, Longhua, 2024. "Facade flame depth coming out from the fire compartment opening subject the external sideward wind," Energy, Elsevier, vol. 304(C).
- 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).
- Tan, Jiawei & Chen, Xingyu & Bu, Yang & Wang, Feng & Wang, Jialing & Huang, Xianan & Hu, Zhenda & Liu, Lin & Lin, Changzhui & Meng, Chao & Lin, Jian & Xie, Shan & Xu, Jinmei & Jing, Rui & Zhao, Yingru, 2024. "Incorporating FFTA based safety assessment of lithium-ion battery energy storage systems in multi-objective optimization for integrated energy systems," Applied Energy, Elsevier, vol. 367(C).
- 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).
- 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).
- Li, Kuijie & Gao, Xinlei & Peng, Shijian & Wang, Shengshi & Zhang, Weixin & Liu, Peng & Wu, Weixiong & Wang, Huizhi & Wang, Yu & Feng, Xuning & Cao, Yuan-cheng & Wen, Jinyu & Cheng, Shijie & Ouyang, M, 2024. "A comparative study on multidimensional signal evolution during thermal runaway of lithium-ion batteries with various cathode materials," Energy, Elsevier, vol. 300(C).
- Chen, Long & Li, Kuijie & Cao, Yuan-cheng & Feng, Xuning & Wu, Weixiong, 2025. "Multidimensional signal fusion strategy for battery thermal runaway warning towards multiple application scenarios," Applied Energy, Elsevier, vol. 377(PB).
- Chen, Siqi & Wei, Xuezhe & Wu, Hang & Chen, Kaixin & Zhang, Guangxu & Wang, Xueyuan & Zhu, Jiangong & Feng, Xuning & Dai, Haifeng & Ouyang, Minggao, 2025. "Multi-functional thermal barrier suppresses battery thermal runaway propagation and degradation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
- Chang, Chun & Qu, Bingrui & Yu, Haijun & Gao, Yang & Liao, Li & Lv, Lu & Wu, Tiezhou & Jiang, Jiuchun, 2025. "State of charge estimation of LiFePO4 batteries based on a transferable force-electric dual-observation model," Energy, Elsevier, vol. 331(C).
- Chen, Si-Zhe & Liu, Jing & Yuan, Haoliang & Tao, Yibin & Xu, Fangyuan & Yang, Ling, 2025. "AM-MFF: A multi-feature fusion framework based on attention mechanism for robust and interpretable lithium-ion battery state of health estimation," Applied Energy, Elsevier, vol. 381(C).
- Li, Kuijie & Chen, Long & Gao, Xinlei & Lu, Yao & Wang, Depeng & Zhang, Weixin & Wu, Weixiong & Han, Xuebing & Cao, Yuan-cheng & Wen, Jinyu & Cheng, Shijie & Ouyang, Minggao, 2024. "Implementing expansion force-based early warning in LiFePO4 batteries with various states of charge under thermal abuse scenarios," Applied Energy, Elsevier, vol. 362(C).
- Cheng, Zhixiang & Ju, Linrun & Li, Junyuan & Qin, Peng & Zhao, Zhiwei & Mei, Wenxin & Bao, Huanhuan & Jin, Kaiqiang & Meng, Xiangdong & Wang, Qingsong, 2025. "Early warning of thermal runaway for larger-format lithium iron-phosphate battery by coupling internal pressure and temperature," Applied Energy, Elsevier, vol. 383(C).
- Wang, Jian & Zhang, Jialin & Sun, Lanxin & An, Pengyu & Shan, Weiwei & Wang, Yan & Gao, Baobin & Chen, Jie, 2026. "Thermal runaway characteristics of pre-overcharged LiFePO4 batteries: a comparative study under overcharging and overheating conditions," Energy, Elsevier, vol. 344(C).
- 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.
- Jia, Xianyi & Zhu, Jiangong & Knapp, Michael & Wang, Xiuwu & Yu, Chao & Xu, Wentao & Wu, Hang & Ehrenberg, Helmut & Wei, Xuezhe & Dai, Haifeng, 2026. "A review of battery failure: classification, mechanisms, analysis, and management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 225(C).
- 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).
- 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).
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:appene:v:384:y:2025:i:c:s0306261925002247. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/eee/appene/v384y2025ics0306261925002247.html