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A numerical study of thermal management of lithium-ion battery with nanofluid

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  • Yetik, Ozge
  • Morali, Ugur
  • Karakoc, Tahir Hikmet

Abstract

In this study, the NTGK model was used to evaluate the thermal and electrical analyzes of the battery model and Taguchi design was implemented to investigate the main effects of four control factors in the battery thermal management process, those are inlet velocity, mixing ratio, ambient temperature, and C-rate. The Taguchi's L16 array was fabricated using varying control factors to obtain detailed battery temperature behaviors. As the discharge rate increased, the temperature value of the model increased, while the temperature value of the model decreased as the mixing ratio of the nanoparticle increased. As the inlet velocity of the refrigerant increases, the temperature value taken by the model decreases, while the higher the ambient temperature, the less the increase in the maximum temperature reached by the model. Also results showed that the most influential factor on both maximum battery temperature and temperature uniformity responses was the C-rate, while the least effective factor was the mixing ratio. It was found that an inlet velocity of 0.04 m/s, a mixing ratio of 5, a C-rate of 2, and an ambient temperature of 283 K will yield the lowest maximum battery temperature. The maximum battery temperature was 294 K under these conditions. On the other hand, to maximize the temperature uniformity, 0.04 m/s inlet velocity, 3 mixing ratio, 2 C-rate, and 313 K ambient temperature need to be set as processing parameters. The results showed that the C-rate has to be closely controlled during the discharge process and the influence of the mixing ratio is negligible. This study can be used as a robust guideline in the design of battery thermal management systems using nanofluids.

Suggested Citation

  • Yetik, Ozge & Morali, Ugur & Karakoc, Tahir Hikmet, 2023. "A numerical study of thermal management of lithium-ion battery with nanofluid," Energy, Elsevier, vol. 284(C).
  • Handle: RePEc:eee:energy:v:284:y:2023:i:c:s0360544223026890
    DOI: 10.1016/j.energy.2023.129295
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    1. Kebede, Abraham Alem & Kalogiannis, Theodoros & Van Mierlo, Joeri & Berecibar, Maitane, 2022. "A comprehensive review of stationary energy storage devices for large scale renewable energy sources grid integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    2. Lee, Sangwook & Chung, Yoong & Lee, Yoo Il & Jeong, Yeonwoo & Kim, Min Soo, 2023. "Battery thermal management strategy utilizing a secondary heat pump in electric vehicle under cold-start conditions," Energy, Elsevier, vol. 269(C).
    3. 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).
    4. Olabi, A.G. & Wilberforce, Tabbi & Sayed, Enas Taha & Abo-Khalil, Ahmed G. & Maghrabie, Hussein M. & Elsaid, Khaled & Abdelkareem, Mohammad Ali, 2022. "Battery energy storage systems and SWOT (strengths, weakness, opportunities, and threats) analysis of batteries in power transmission," Energy, Elsevier, vol. 254(PA).
    5. Li, Kai & Chen, Hong & Hou, Shengyan & Eriksson, Lars & Gao, Jinwu, 2023. "A novel engine and battery coupled thermal management strategy for connected HEVs based on switched model predictive control under low temperature," Energy, Elsevier, vol. 278(C).
    6. Wu, Tingting & Wang, Changhong & Hu, Yanxin & Liang, Zhixuan & Fan, Changxiang, 2023. "Research on electrochemical characteristics and heat generating properties of power battery based on multi-time scales," Energy, Elsevier, vol. 265(C).
    7. 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).
    8. Xu, Meng & Zhang, Zhuqian & Wang, Xia & Jia, Li & Yang, Lixin, 2015. "A pseudo three-dimensional electrochemical–thermal model of a prismatic LiFePO4 battery during discharge process," Energy, Elsevier, vol. 80(C), pages 303-317.
    9. Fan, Zhaohui & Fu, Yijie & Liang, Hong & Gao, Renjing & Liu, Shutian, 2023. "A module-level charging optimization method of lithium-ion battery considering temperature gradient effect of liquid cooling and charging time," Energy, Elsevier, vol. 265(C).
    10. Liton Chandra Voumik & Md. Azharul Islam & Samrat Ray & Nora Yusma Mohamed Yusop & Abdul Rahim Ridzuan, 2023. "CO 2 Emissions from Renewable and Non-Renewable Electricity Generation Sources in the G7 Countries: Static and Dynamic Panel Assessment," Energies, MDPI, vol. 16(3), pages 1-14, January.
    11. Wang, Yujie & Zhang, Xingchen & Chen, Zonghai, 2022. "Low temperature preheating techniques for Lithium-ion batteries: Recent advances and future challenges," Applied Energy, Elsevier, vol. 313(C).
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