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Multi-objective optimization of battery thermal management system based on a novel embedded hybrid cooling plate considering time-based early shutdown strategy

Author

Listed:
  • Cai, Yunxiang
  • Sun, Qin
  • Gu, Xiaobin
  • Li, Yuping
  • Luo, Weimin
  • Zhang, Yanjun
  • Zhang, Bobo
  • Huang, Gongsheng
  • Dong, Kaijun

Abstract

To enhance the operating performance of the lithium-ion battery module during high-rate discharge with lower energy consumption, a novel embedded hybrid cooling plate (EHCP) coupled with wavy liquid cooling channels and phase change material (PCM) was proposed for the thermal management of a prismatic battery module. The numerical model of the battery thermal management system (BTMS) was developed and validated by experimental data. The effects of key operating parameters on the thermal management performance were systematically investigated through single-factor analysis. Three different control strategies were compared, and the time-based early shutdown strategy exhibited a better performance in reducing the maximum temperature difference and flow energy consumption for active cooling. Then, a reliable multi-objective optimization algorithm (MOGA) was adopted to obtain the optimal operating parameters of the BTMS including PCM thermophysical properties, coolant inlet temperature and velocity, and liquid cooling shutdown time. The result showed that the maximum temperature and maximum single-cell temperature difference of the battery module could be controlled at 39.75 °C and 4.91 °C, while the flow energy consumption was reduced by 80.80 % compared to the continuous liquid cooling mode under 3C discharge with an ambient temperature of 30 °C. These results imply that the proposed BTMS has adequate thermal management capacity and the potential for practical application.

Suggested Citation

  • Cai, Yunxiang & Sun, Qin & Gu, Xiaobin & Li, Yuping & Luo, Weimin & Zhang, Yanjun & Zhang, Bobo & Huang, Gongsheng & Dong, Kaijun, 2024. "Multi-objective optimization of battery thermal management system based on a novel embedded hybrid cooling plate considering time-based early shutdown strategy," Energy, Elsevier, vol. 312(C).
    • Handle: RePEc:eee:energy:v:312:y:2024:i:c:s0360544224031955
    DOI: 10.1016/j.energy.2024.133419
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    1. Zhang, Jiangyun & Shao, Dan & Jiang, Liqin & Zhang, Guoqing & Wu, Hongwei & Day, Rodney & Jiang, Wenzhao, 2022. "Advanced thermal management system driven by phase change materials for power lithium-ion batteries: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    2. Zhou, Zhizuan & Wang, Dong & Peng, Yang & Li, Maoyu & Wang, Boxuan & Cao, Bei & Yang, Lizhong, 2022. "Experimental study on the thermal management performance of phase change material module for the large format prismatic lithium-ion battery," Energy, Elsevier, vol. 238(PC).
    3. Lee, Seunghoon & Lee, Hyoseong & Jun, Yong Joo & Lee, Hoseong, 2024. "Hybrid battery thermal management system coupled with paraffin/copper foam composite phase change material," Applied Energy, Elsevier, vol. 353(PA).
    4. Cao, Jiahao & Luo, Mingyun & Fang, Xiaoming & Ling, Ziye & Zhang, Zhengguo, 2020. "Liquid cooling with phase change materials for cylindrical Li-ion batteries: An experimental and numerical study," Energy, Elsevier, vol. 191(C).
    5. Chen, Kai & Wu, Weixiong & Yuan, Fang & Chen, Lin & Wang, Shuangfeng, 2019. "Cooling efficiency improvement of air-cooled battery thermal management system through designing the flow pattern," Energy, Elsevier, vol. 167(C), pages 781-790.
    6. Darzi, Mohammad Ebrahimnejad & Golestaneh, Seyyed Iman & Kamali, Marziyeh & Karimi, Gholamreza, 2019. "Thermal and electrical performance analysis of co-electrospun-electrosprayed PCM nanofiber composites in the presence of graphene and carbon fiber powder," Renewable Energy, Elsevier, vol. 135(C), pages 719-728.
    7. Liu, Huaqiang & Ahmad, Shakeel & Shi, Yu & Zhao, Jiyun, 2021. "A parametric study of a hybrid battery thermal management system that couples PCM/copper foam composite with helical liquid channel cooling," Energy, Elsevier, vol. 231(C).
    8. Ma, Ying & Yang, Heng & Zuo, Hongyan & Zuo, Qingsong & He, Xiaoxiang & Chen, Wei & Wei, Rongrong, 2023. "EG@Bi-MOF derived porous carbon/lauric acid composite phase change materials for thermal management of batteries," Energy, Elsevier, vol. 272(C).
    9. Zichen, Wang & Changqing, Du, 2021. "A comprehensive review on thermal management systems for power lithium-ion batteries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    10. Liu, Yang & Zheng, Ruowei & Li, Ji, 2022. "High latent heat phase change materials (PCMs) with low melting temperature for thermal management and storage of electronic devices and power batteries: Critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    11. Kang, Zhuang & Peng, Qingguo & Yin, Ruixue & Yao, Zhengmin & Song, Yangyang & He, Biao, 2024. "Investigation of multifactorial effects on the thermal performance of battery pack inserted with multi-layer phase change materials," Energy, Elsevier, vol. 290(C).
    12. Chen, Xing & Shen, Junjie & Xu, Xiaobin & Wang, Xiaolin & Su, Yanghan & Qian, Jianguo & Zhou, Fei, 2024. "Performance of thermal management system for cylindrical battery containing bionic spiral fin wrapped with phase change material and embedded in liquid cooling plate," Renewable Energy, Elsevier, vol. 223(C).
    13. Leng, Ziyu & Yuan, Yanping & Cao, Xiaoling & Zeng, Chao & Zhong, Wei & Gao, Bo, 2022. "Heat pipe/phase change material thermal management of Li-ion power battery packs: A numerical study on coupled heat transfer performance," Energy, Elsevier, vol. 240(C).
    14. Wu, Weixiong & Yang, Xiaoqing & Zhang, Guoqing & Ke, Xiufang & Wang, Ziyuan & Situ, Wenfu & Li, Xinxi & Zhang, Jiangyun, 2016. "An experimental study of thermal management system using copper mesh-enhanced composite phase change materials for power battery pack," Energy, Elsevier, vol. 113(C), pages 909-916.
    15. Yayuan Liu & Yangying Zhu & Yi Cui, 2019. "Challenges and opportunities towards fast-charging battery materials," Nature Energy, Nature, vol. 4(7), pages 540-550, July.
    16. Rao, Zhonghao & Wang, Shuangfeng, 2011. "A review of power battery thermal energy management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4554-4571.
    17. Jiang, Le & Zhang, Hengyun & Li, Junwei & Xia, Peng, 2019. "Thermal performance of a cylindrical battery module impregnated with PCM composite based on thermoelectric cooling," Energy, Elsevier, vol. 188(C).
    18. Ling, Ziye & Wang, Fangxian & Fang, Xiaoming & Gao, Xuenong & Zhang, Zhengguo, 2015. "A hybrid thermal management system for lithium ion batteries combining phase change materials with forced-air cooling," Applied Energy, Elsevier, vol. 148(C), pages 403-409.
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