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A review on thermal management of lithium-ion batteries for electric vehicles

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  1. Lipeng Xu & Chongwang Tian & Chunjiang Bao & Jinsheng Zhao & Xuning Leng, 2023. "Improving the Electrochemical Performance of Core–Shell LiNi 0.8 Co 0.1 Mn 0.1 O 2 Cathode Materials Using Environmentally Friendly Phase Structure Control Process," Energies, MDPI, vol. 16(10), pages 1-17, May.
  2. Ali, Hayder & Khan, Hassan Abbas & Pecht, Michael, 2022. "Preprocessing of spent lithium-ion batteries for recycling: Need, methods, and trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  3. Sadiqa Jafari & Zeinab Shahbazi & Yung-Cheol Byun, 2022. "Lithium-Ion Battery Health Prediction on Hybrid Vehicles Using Machine Learning Approach," Energies, MDPI, vol. 15(13), pages 1-16, June.
  4. Caulfield, Brian & Furszyfer, Dylan & Stefaniec, Agnieszka & Foley, Aoife, 2022. "Measuring the equity impacts of government subsidies for electric vehicles," Energy, Elsevier, vol. 248(C).
  5. Yilin Cui & Yin Chen & Luyao Zhao & Fang Zhu & Lixia Li & Qinghong Kong & Mingyi Chen, 2023. "Investigation on the Properties of Flame-Retardant Phase Change Material and Its Application in Battery Thermal Management," Energies, MDPI, vol. 16(1), pages 1-17, January.
  6. Zhang, Weitao & Sun, Qichao & Zhou, Xin & Wu, Lianying & Hu, Yangdong, 2024. "Investigation on the thermal behavior of thermal management system for battery pack with heat pipe based on multiphysics coupling model," Energy, Elsevier, vol. 308(C).
  7. Vongdala Noudeng & Nguyen Van Quan & Tran Dang Xuan, 2022. "A Future Perspective on Waste Management of Lithium-Ion Batteries for Electric Vehicles in Lao PDR: Current Status and Challenges," IJERPH, MDPI, vol. 19(23), pages 1-22, December.
  8. Liang Xu & Hongwei Lin & Naiyuan Hu & Lei Xi & Yunlong Li & Jianmin Gao, 2024. "Multi-Objective Optimization towards Heat Dissipation Performance of the New Tesla Valve Channels with Partitions in a Liquid-Cooled Plate," Energies, MDPI, vol. 17(13), pages 1-21, June.
  9. George Adu Asamoah & Maame Korsah & Parimala Gnana Soundari Arockiam Jeyasundar & Meraj Ahmed & Sie Yon Lau & Michael K. Danquah, 2024. "Nanotechnology-Based Lithium-Ion Battery Energy Storage Systems," Sustainability, MDPI, vol. 16(21), pages 1-46, October.
  10. Huang, Jianbai & Dong, Xuesong & Chen, Jinyu & Zeng, Anqi, 2023. "The slow-release effect of recycling on rapid demand growth of critical metals from EV batteries up to 2050: Evidence from China," Resources Policy, Elsevier, vol. 82(C).
  11. Li, Li & Ling, Lei & Xie, Yajun & Zhou, Wencai & Wang, Tianbo & Zhang, Lanchun & Bei, Shaoyi & Zheng, Keqing & Xu, Qiang, 2023. "Comparative study of thermal management systems with different cooling structures for cylindrical battery modules: Side-cooling vs. terminal-cooling," Energy, Elsevier, vol. 274(C).
  12. Anne Christine Lusk & Xin Li & Qiming Liu, 2023. "If the Government Pays for Full Home-Charger Installation, Would Affordable-Housing and Middle-Income Residents Buy Electric Vehicles?," Sustainability, MDPI, vol. 15(5), pages 1-26, March.
  13. Khoshvaght-Aliabadi, Morteza & Ghodrati, Parvaneh & Kang, Yong Tae, 2025. "Performance analysis of supercritical carbon dioxide as a coolant in cold plate systems," Energy, Elsevier, vol. 314(C).
  14. Rajeshkumar Ramraj & Ehsan Pashajavid & Sanath Alahakoon & Shantha Jayasinghe, 2023. "Quality of Service and Associated Communication Infrastructure for Electric Vehicles," Energies, MDPI, vol. 16(20), pages 1-28, October.
  15. Li, Yang & Wang, Shunli & Chen, Lei & Qi, Chuangshi & Fernandez, Carlos, 2023. "Multiple layer kernel extreme learning machine modeling and eugenics genetic sparrow search algorithm for the state of health estimation of lithium-ion batteries," Energy, Elsevier, vol. 282(C).
  16. Zuo, Wei & Li, Dexin & Li, Qingqing & Cheng, Qianju & Zhou, Kun & E, Jiaqiang, 2023. "Multi-objective optimization of multi-channel cold plate under intermittent pulsating flow by RSM and NSGA-Ⅱ for thermal management of electric vehicle lithium-ion battery pack," Energy, Elsevier, vol. 283(C).
  17. He, Liange & Gu, Zihan & Zhang, Yan & Jing, Haodong & Li, Pengpai, 2024. "Study on a novel thermal management system and heat recovery strategy of range extend electric vehicle," Renewable Energy, Elsevier, vol. 237(PA).
  18. Li, Honggang & Zhou, Dian & Zhang, Meihe & Liu, Binghe & Zhang, Chao, 2023. "Multi-field interpretation of internal short circuit and thermal runaway behavior for lithium-ion batteries under mechanical abuse," Energy, Elsevier, vol. 263(PE).
  19. Lingyao Wang & Taofeng Wu & Fangrong Ren, 2025. "Analysis of Spatial Differences and Influencing Factors of Carbon-Emission Reduction Efficiency of New-Energy Vehicles in China," Energies, MDPI, vol. 18(3), pages 1-27, January.
  20. Lu, Xin & Chen, Ning & Li, Hui & Guo, Shiyu & Chen, Zengtao, 2023. "Simulation of the temperature distribution of lithium-ion battery module considering the time-delay effect of the porous electrodes," Energy, Elsevier, vol. 284(C).
  21. Wei, Meng & Balaya, Palani & Ye, Min & Song, Ziyou, 2022. "Remaining useful life prediction for 18650 sodium-ion batteries based on incremental capacity analysis," Energy, Elsevier, vol. 261(PA).
  22. Chen, Peicong & Wu, Tingting & Wu, Zhuohui & Wang, Changhong & Kong, Zijie, 2024. "Biomass aerogel with humidity sensitive for thermal runaway suppression of battery modules and flame-retardant application," Energy, Elsevier, vol. 311(C).
  23. Liu, Xun & Zhang, Chen-Feng & Zhou, Jian-Gang & Xiong, Xin & Wang, Yi-Ping, 2022. "Thermal performance of battery thermal management system using fins to enhance the combination of thermoelectric Cooler and phase change Material," Applied Energy, Elsevier, vol. 322(C).
  24. Di Giorgio, Paolo & Di Ilio, Giovanni & Jannelli, Elio & Conte, Fiorentino Valerio, 2022. "Innovative battery thermal management system based on hydrogen storage in metal hydrides for fuel cell hybrid electric vehicles," Applied Energy, Elsevier, vol. 315(C).
  25. Ma, Wenbin & Yang, Xiaoyu & Tao, Xin & Xie, Song, 2024. "The effect of low-temperature starting on the thermal safety of lithium-ion batteries," Energy, Elsevier, vol. 311(C).
  26. Li, Dexin & Zuo, Wei & Li, Qingqing & Zhang, Guangde & Zhou, Kun & E, Jiaqiang, 2023. "Effects of pulsating flow on the performance of multi-channel cold plate for thermal management of lithium-ion battery pack," Energy, Elsevier, vol. 273(C).
  27. Chen, Lin & Yu, Wentao & Cheng, Guoyang & Wang, Jierui, 2023. "State-of-charge estimation of lithium-ion batteries based on fractional-order modeling and adaptive square-root cubature Kalman filter," Energy, Elsevier, vol. 271(C).
  28. Olabi, Abdul Ghani & Abbas, Qaisar & Shinde, Pragati A. & Abdelkareem, Mohammad Ali, 2023. "Rechargeable batteries: Technological advancement, challenges, current and emerging applications," Energy, Elsevier, vol. 266(C).
  29. Cai, Fengyang & Chang, Huawei & Yang, Zhengbo & Tu, Zhengkai, 2024. "Experimental study on self-heating strategy of lithium-ion battery at low temperatures based on bidirectional pulse current," Applied Energy, Elsevier, vol. 354(PB).
  30. Li, Da & Deng, Junjun & Zhang, Zhaosheng & Liu, Peng & Wang, Zhenpo, 2023. "Multi-dimension statistical analysis and selection of safety-representing features for battery pack in real-world electric vehicles," Applied Energy, Elsevier, vol. 343(C).
  31. Liang, Lin & Zhao, Yaohua & Diao, Yanhua & Ren, Ruyang & Zhu, Tingting & Li, Yan, 2023. "Experimental investigation of preheating performance of lithium-ion battery modules in electric vehicles enhanced by bending flat micro heat pipe array," Applied Energy, Elsevier, vol. 337(C).
  32. Xie, Yanxin & Wang, Shunli & Zhang, Gexiang & Fan, Yongcun & Fernandez, Carlos & Blaabjerg, Frede, 2023. "Optimized multi-hidden layer long short-term memory modeling and suboptimal fading extended Kalman filtering strategies for the synthetic state of charge estimation of lithium-ion batteries," Applied Energy, Elsevier, vol. 336(C).
  33. Guo, Zengjia & Xu, Qidong & Wang, Yang & Zhao, Tianshou & Ni, Meng, 2023. "Battery thermal management system with heat pipe considering battery aging effect," Energy, Elsevier, vol. 263(PE).
  34. Junho Bae & Yunseok Choi & Youngsik Kim, 2024. "Lithium-Ion Batteries (LIBs) Immersed in Fire Prevention Material for Fire Safety and Heat Management," Energies, MDPI, vol. 17(10), pages 1-24, May.
  35. Cesar Eduardo Leite & Sérgio Ronaldo Granemann & Ari Melo Mariano & Leise Kelli de Oliveira, 2022. "Opinion of Residents about the Freight Transport and Its Influence on the Quality of Life: An Analysis for Brasília (Brazil)," Sustainability, MDPI, vol. 14(9), pages 1-14, April.
  36. Solai, Elie & Guadagnini, Maxime & Beaugendre, Héloïse & Daccord, Rémi & Congedo, Pietro, 2022. "Validation of a data-driven fast numerical model to simulate the immersion cooling of a lithium-ion battery pack," Energy, Elsevier, vol. 249(C).
  37. Lei, Deyong & Wang, Yun & Fu, Jingfei & Zhu, Xiaobao & Shi, Jing & Wang, Yachao, 2024. "Electrochemical-thermal analysis of large-sized lithium-ion batteries: Influence of cell thickness and cooling strategy in charging," Energy, Elsevier, vol. 307(C).
  38. Wenzhe Li & Youhang Zhou & Haonan Zhang & Xuan Tang, 2023. "A Review on Battery Thermal Management for New Energy Vehicles," Energies, MDPI, vol. 16(13), pages 1-20, June.
  39. Danijela Barić & Silvestar Grabušić & Martina Jakara & Marko Emanović, 2023. "Reviewing the Cost–Benefit Analysis and Multi-Criteria Decision-Making Methods for Evaluating the Effectiveness of Lithium-Ion Batteries in Electric Vehicles," Sustainability, MDPI, vol. 16(1), pages 1-19, December.
  40. Wang, Anci & Yin, Xiang & Xin, Zhicheng & Cao, Feng & Wu, Zan & Sundén, Bengt & Xiao, Di, 2023. "Performance optimization of electric vehicle battery thermal management based on the transcritical CO2 system," Energy, Elsevier, vol. 266(C).
  41. Zha, Yunfei & Meng, Xianfeng & Qin, Shuaishuai & Hou, Nairen & He, Shunquan & Huang, Caiyuan & Zuo, Hongyan & Zhao, Xiaohuan, 2023. "Performance evaluation with orthogonal experiment method of drop contact heat dissipation effects on electric vehicle lithium-ion battery," Energy, Elsevier, vol. 271(C).
  42. Wu, Chunxia & Sun, Yalong & Tang, Heng & Zhang, Shiwei & Yuan, Wei & Zhu, Likuan & Tang, Yong, 2024. "A review on the liquid cooling thermal management system of lithium-ion batteries," Applied Energy, Elsevier, vol. 375(C).
  43. Yuxuan Tan & Yue Li & Yueqing Gu & Wenjie Liu & Juan Fang & Chongchao Pan, 2023. "Numerical Study on Heat Generation Characteristics of Charge and Discharge Cycle of the Lithium-Ion Battery," Energies, MDPI, vol. 17(1), pages 1-20, December.
  44. Pan, Yue & Kong, Xiangdong & Yuan, Yuebo & Sun, Yukun & Han, Xuebing & Yang, Hongxin & Zhang, Jianbiao & Liu, Xiaoan & Gao, Panlong & Li, Yihui & Lu, Languang & Ouyang, Minggao, 2023. "Detecting the foreign matter defect in lithium-ion batteries based on battery pilot manufacturing line data analyses," Energy, Elsevier, vol. 262(PB).
  45. Li, Junqiu & Xue, Qiao & Gao, Zhuo & Liu, Zengcheng & Xiao, Yansheng, 2024. "Frequency varying heating strategy for lithium-ion battery rapid preheating under subzero temperature considering the limitation of on-board current," Applied Energy, Elsevier, vol. 365(C).
  46. Maryam Ghalkhani & Saeid Habibi, 2022. "Review of the Li-Ion Battery, Thermal Management, and AI-Based Battery Management System for EV Application," Energies, MDPI, vol. 16(1), pages 1-16, December.
  47. Zhang, Furen & Lu, Fu & Liang, Beibei & Zhu, Yilin & Gou, Huan & Xiao, Kang & He, Yanxiao, 2023. "Thermal performance analysis of a new type of branch-fin enhanced battery thermal management PCM module," Renewable Energy, Elsevier, vol. 206(C), pages 1049-1063.
  48. Dong, Hongyu & Chen, Xuanchen & Yan, Shuting & Wang, Dong & Han, Jiaqi & Guan, Zhaoran & Cheng, Zhanjun & Yin, Yanhong & Yang, Shuting, 2025. "Multi-objective optimization of lithium-ion battery pack thermal management systems with novel bionic lotus leaf channels using NSGA-II and RSM," Energy, Elsevier, vol. 314(C).
  49. Wenjun Zhang & Jiangyun Zhang & Guoqing Zhang & Yanxin Hu & Dan Shao & Liqin Jiang & Yuliang Wen, 2024. "A Novel Leak-Proof Thermal Conduction Slot Battery Thermal Management System Coupled with Phase Change Materials and Liquid-Cooling Strategies," Energies, MDPI, vol. 17(4), pages 1-24, February.
  50. Shan, Shuai & Li, Li & Xu, Qiang & Ling, Lei & Xie, Yajun & Wang, Hongkang & Zheng, Keqing & Zhang, Lanchun & Bei, Shaoyi, 2023. "Numerical investigation of a compact and lightweight thermal management system with axially mounted cooling tubes for cylindrical lithium-ion battery module," Energy, Elsevier, vol. 274(C).
  51. Guo, Chao & Liu, Huan-ling & Guo, Qi & Shao, Xiao-dong & Zhu, Ming-liang, 2022. "Investigations on a novel cold plate achieved by topology optimization for lithium-ion batteries," Energy, Elsevier, vol. 261(PA).
  52. Li, Yichao & Ma, Chen & Liu, Kailong & Chang, Long & Zhang, Chenghui & Duan, Bin, 2024. "A novel joint estimation for core temperature and state of charge of lithium-ion battery based on classification approach and convolutional neural network," Energy, Elsevier, vol. 308(C).
  53. Yin, Shubin & Zhao, Wei & Tang, Yong & Li, Hongming & Huang, Haoyi & Ji, Wei & Zhang, Shiwei, 2024. "Ultra-thin vapour chamber based heat dissipation technology for lithium-ion battery," Applied Energy, Elsevier, vol. 358(C).
  54. Olabi, Abdul Ghani & Abbas, Qaisar & Al Makky, Ahmed & Abdelkareem, Mohammad Ali, 2022. "Supercapacitors as next generation energy storage devices: Properties and applications," Energy, Elsevier, vol. 248(C).
  55. Wu, Jiafeng & Li, Lin & Yin, Zichao & Li, Zhe & Wang, Tong & Tan, Yunfeng & Tan, Dapeng, 2024. "Mass transfer mechanism of multiphase shear flows and interphase optimization solving method," Energy, Elsevier, vol. 292(C).
  56. Fan, Zhaohui & Gao, Renjing & Liu, Shutian, 2022. "Thermal conductivity enhancement and thermal saturation elimination designs of battery thermal management system for phase change materials based on triply periodic minimal surface," Energy, Elsevier, vol. 259(C).
  57. Dan Dan & Yihang Zhao & Mingshan Wei & Xuehui Wang, 2023. "Review of Thermal Management Technology for Electric Vehicles," Energies, MDPI, vol. 16(12), pages 1-38, June.
  58. Lalinde, Iñaki & Berrueta, Alberto & Arza, Joseba & Sanchis, Pablo & Ursúa, Alfredo, 2024. "On the characterization of lithium-ion batteries under overtemperature and overcharge conditions: Identification of abuse areas and experimental validation," Applied Energy, Elsevier, vol. 354(PB).
  59. Lian, Gaoqi & Ye, Min & Wang, Qiao & Li, Yan & Xia, Baozhou & Zhang, Jiale & Xu, Xinxin, 2024. "Robust state-of-charge estimation for LiFePO4 batteries under wide varying temperature environments," Energy, Elsevier, vol. 293(C).
  60. Max Johansson & Lars Eriksson, 2025. "Model-Based Design and Evaluation of State-of-the-Art Thermal Management Systems for Electrified Trucks," Energies, MDPI, vol. 18(3), pages 1-33, January.
  61. Feifan Ji & Chenglong Huang & Tong Wang & Yanjun Li & Shuwen Pan, 2024. "Enhanced Thermal Modeling of Electric Vehicle Motors Using a Multihead Attention Mechanism," Energies, MDPI, vol. 17(12), pages 1-17, June.
  62. Yang, Huizhu & Li, Mingxuan & Wang, Zehui & Ma, Binjian, 2023. "A compact and lightweight hybrid liquid cooling system coupling with Z-type cold plates and PCM composite for battery thermal management," Energy, Elsevier, vol. 263(PE).
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