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Parametric study of a thermoelectric-based battery thermal management system with vapor chambers for high discharge rate

Author

Listed:
  • Luo, Ding
  • Wu, Zihao
  • Wu, Haifeng
  • Chen, Hao
  • Zhang, Peng
  • Cao, Bingyang

Abstract

This work introduces a battery thermal management system (BTMS) which combines thermoelectric coolers (TECs) and vapor chambers (VCs) to realize effective temperature regulation for batteries operating under high discharge rates. Additionally, a thermal-electric coupling model is developed to study the influence of various parameters on the system's thermal performance, including TEC input current, thermoelectric leg height, and air cooling coefficient. It is revealed that while TECs with shorter leg heights yield higher coefficient of performance (COP) and cooling power, they are limited by their capacity to withstand lower temperature differences. With the elevation of TEC input current, the maximum temperature of batteries first drops and then augments, while the variation trend for the temperature difference remains opposite. Through detailed analysis, the optimal operating conditions are determined to be an input current of 3 A, a leg height of 1.4 mm, and an air cooling coefficient of 50 W/(m2·K). Under these conditions, the BTMS achieves a maximum battery temperature of 300.94 K and a temperature difference of 4.78 K. In comparison to a BTMS without TECs, the use of TECs reduces the maximum battery temperature by 13.58 K, with only a slight increase of 0.29 K in temperature difference. This research offers a fresh perspective on the practical application of TECs in thermal management systems, highlighting their potential for enhancing battery performance under demanding conditions.

Suggested Citation

  • Luo, Ding & Wu, Zihao & Wu, Haifeng & Chen, Hao & Zhang, Peng & Cao, Bingyang, 2025. "Parametric study of a thermoelectric-based battery thermal management system with vapor chambers for high discharge rate," Energy, Elsevier, vol. 333(C).
  • Handle: RePEc:eee:energy:v:333:y:2025:i:c:s0360544225030580
    DOI: 10.1016/j.energy.2025.137416
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    References listed on IDEAS

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    1. Jiang, Z.Y. & Qu, Z.G., 2019. "Lithium–ion battery thermal management using heat pipe and phase change material during discharge–charge cycle: A comprehensive numerical study," Applied Energy, Elsevier, vol. 242(C), pages 378-392.
    2. Lu, Fenglian & Chen, Weiye & Hu, Shuzhi & Chen, Lei & Sharshir, Swellam W. & Dong, Chuanshuai & Zhang, Lizhi, 2024. "Achieving a smart thermal management for lithium-ion batteries by electrically-controlled crystallization of supercooled calcium chloride hexahydrate solution," Applied Energy, Elsevier, vol. 364(C).
    3. Monika, Kokkula & Punnoose, Emma Mariam & Datta, Santanu Prasad, 2024. "Multi-objective optimization of cooling plate with hexagonal channel design for thermal management of Li-ion battery module," Applied Energy, Elsevier, vol. 368(C).
    4. Kaur, Inderjot & Singh, Prashant, 2023. "Progress in minichannel-based thermal management of lithium-ion batteries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    5. Luo, Ding & Wu, Zihao & Jiang, Li & Yan, Yuying & Chen, Wei-Hsin & Cao, Jin & Cao, Bingyang, 2024. "Realizing rapid cooling and latent heat recovery in the thermoelectric-based battery thermal management system at high temperatures," Applied Energy, Elsevier, vol. 370(C).
    6. Luo, Ding & Zhao, Ye & Cao, Jin & Chen, Wei-Hsin & Zhao, Yulong & Cao, Bingyang, 2024. "Performance analysis of a novel thermoelectric-based battery thermal management system," Renewable Energy, Elsevier, vol. 224(C).
    7. Mali, Vima & Saxena, Rajat & Kumar, Kundan & Kalam, Abul & Tripathi, Brijesh, 2021. "Review on battery thermal management systems for energy-efficient electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    8. Ren, Ruyang & Diao, Yanhua & Zhao, Yaohua & Liang, Lin, 2023. "Experimental study on top liquid-cooling thermal management system based on Z-shaped micro heat pipe array," Energy, Elsevier, vol. 282(C).
    9. Luo, Ding & Yang, Shuo & Zhang, Haokang & Cao, Jin & Yan, Yuying & Chen, Hao, 2025. "Performance improvement of an automotive thermoelectric generator by introducing a novel split fin structure," Applied Energy, Elsevier, vol. 382(C).
    10. Luo, Ding & Wang, Ruochen & Yu, Wei & Zhou, Weiqi, 2020. "Parametric study of a thermoelectric module used for both power generation and cooling," Renewable Energy, Elsevier, vol. 154(C), pages 542-552.
    11. Patel, Jay R. & Rathod, Manish K., 2024. "Influence of battery cell spacing on thermal performance of phase change material filled lithium-ion battery pack," Energy, Elsevier, vol. 291(C).
    12. Suh, I.-S. & Cho, H. & Lee, M., 2014. "Feasibility study on thermoelectric device to energy storage system of an electric vehicle," Energy, Elsevier, vol. 76(C), pages 436-444.
    13. Daniels, Rojo Kurian & Langeh, Harsh & Kumar, Vikas & Chouhan, Satyendra Singh & Prabhakar, Aneesh, 2024. "Faulty cell prediction accuracy comparison of machine learning algorithms using temperature sensor placement optimization approach in immersion cooled Li-ion battery modules," Applied Energy, Elsevier, vol. 367(C).
    14. Zhou, Yuekuan & Zheng, Siqian & Hensen, Jan L.M., 2024. "Machine learning-based digital district heating/cooling with renewable integrations and advanced low-carbon transition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    15. Zhao, Dongliang & Tan, Gang, 2014. "Experimental evaluation of a prototype thermoelectric system integrated with PCM (phase change material) for space cooling," Energy, Elsevier, vol. 68(C), pages 658-666.
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