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Compact liquid cooling strategy with phase change materials for Li-ion batteries optimized using response surface methodology

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  1. Ling, Ziye & Lin, Wenzhu & Zhang, Zhengguo & Fang, Xiaoming, 2020. "Computationally efficient thermal network model and its application in optimization of battery thermal management system with phase change materials and long-term performance assessment," Applied Energy, Elsevier, vol. 259(C).
  2. Verma, Ashima & Saikia, Tanmoy & Saikia, Pranaynil & Rakshit, Dibakar & Ugalde-Loo, Carlos E., 2023. "Thermal performance analysis and experimental verification of lithium-ion batteries for electric vehicle applications through optimized inclined mini-channels," Applied Energy, Elsevier, vol. 335(C).
  3. Safdari, Mojtaba & Ahmadi, Rouhollah & Sadeghzadeh, Sadegh, 2022. "Numerical and experimental investigation on electric vehicles battery thermal management under New European Driving Cycle," Applied Energy, Elsevier, vol. 315(C).
  4. Kumar, Rishav & Panigrahi, Pradipta Kumar, 2024. "A hybrid battery thermal management system using ionic wind and phase change material," Applied Energy, Elsevier, vol. 359(C).
  5. Chongmao Mo & Guoqing Zhang & Xiaoqing Yang & Xihong Wu & Xinxi Li, 2022. "A Battery Thermal Management System Coupling High-Stable Phase Change Material Module with Internal Liquid Cooling," Energies, MDPI, vol. 15(16), pages 1-15, August.
  6. Murali, G. & Sravya, G.S.N. & Jaya, J. & Naga Vamsi, V., 2021. "A review on hybrid thermal management of battery packs and it's cooling performance by enhanced PCM," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
  7. Nie, Binjian & She, Xiaohui & Du, Zheng & Xie, Chunping & Li, Yongliang & He, Zhubing & Ding, Yulong, 2019. "System performance and economic assessment of a thermal energy storage based air-conditioning unit for transport applications," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
  8. Hong Shi & Mengmeng Cheng & Yi Feng & Chenghui Qiu & Caiyue Song & Nenglin Yuan & Chuanzhi Kang & Kaijie Yang & Jie Yuan & Yonghao Li, 2023. "Thermal Management Techniques for Lithium-Ion Batteries Based on Phase Change Materials: A Systematic Review and Prospective Recommendations," Energies, MDPI, vol. 16(2), pages 1-23, January.
  9. Xu, Xinhai & Li, Wenzheng & Xu, Ben & Qin, Jiang, 2019. "Numerical study on a water cooling system for prismatic LiFePO4 batteries at abused operating conditions," Applied Energy, Elsevier, vol. 250(C), pages 404-412.
  10. 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).
  11. Lin, Shao & Ling, Ziye & Li, Suimin & Cai, Chuyue & Zhang, Zhengguo & Fang, Xiaoming, 2023. "Mitigation of lithium-ion battery thermal runaway and inhibition of thermal runaway propagation using inorganic salt hydrate with integrated latent heat and thermochemical storage," Energy, Elsevier, vol. 266(C).
  12. Saedpanah, Ehsan & Lahonian, Mansour & Malek Abad, Mahdi Zare, 2023. "Optimization of multi-source renewable energy air conditioning systems using a combination of transient simulation, response surface method, and 3E lifespan analysis," Energy, Elsevier, vol. 272(C).
  13. Nasiri, Mahdieh & Hadim, Hamid, 2024. "Advances in battery thermal management: Current landscape and future directions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 200(C).
  14. Li, Jing & Zuo, Wei & E, Jiaqiang & Zhang, Yuntian & Li, Qingqing & Sun, Ke & Zhou, Kun & Zhang, Guangde, 2022. "Multi-objective optimization of mini U-channel cold plate with SiO2 nanofluid by RSM and NSGA-II," Energy, Elsevier, vol. 242(C).
  15. Hamin Lee & Seokjun Park & Chang-Wan Kim, 2024. "Electrochemical–Thermal Fluid Coupled Analysis and Statistical Analysis of Cooling System for Large Pouch Cells," Mathematics, MDPI, vol. 12(20), pages 1-16, October.
  16. Cao, Jiahao & He, Yangjing & Feng, Jinxin & Lin, Shao & Ling, Ziye & Zhang, Zhengguo & Fang, Xiaoming, 2020. "Mini-channel cold plate with nano phase change material emulsion for Li-ion battery under high-rate discharge," Applied Energy, Elsevier, vol. 279(C).
  17. Quanyi Li & Jong-Rae Cho & Jianguang Zhai, 2021. "Optimization of Thermal Management System with Water and Phase Change Material Cooling for Li-Ion Battery Pack," Energies, MDPI, vol. 14(17), pages 1-13, August.
  18. Zhang, Xiaoxi & Pan, Yongjun & Xiong, Yue & Zhang, Yongzhi & Tang, Mao & Dai, Wei & Liu, Binghe & Hou, Liang, 2024. "Deep learning-based vibration stress and fatigue-life prediction of a battery-pack system," Applied Energy, Elsevier, vol. 357(C).
  19. Chao Wang & Feng Yao & Juan Shi & Liangyu Wu & Mengchen Zhang, 2018. "Visualization Study on Thermo-Hydrodynamic Behaviors of a Flat Two-Phase Thermosyphon," Energies, MDPI, vol. 11(9), pages 1-13, August.
  20. Yetik, Ozge & Karakoc, Tahir Hikmet, 2020. "A numerical study on the thermal performance of prismatic li-ion batteries for hibrid electric aircraft," Energy, Elsevier, vol. 195(C).
  21. Yan, Weichao & Meng, Xiangzhao & Cui, Xin & Liu, Yilin & Chen, Qian & Jin, Liwen, 2022. "Evaporative cooling performance prediction and multi-objective optimization for hollow fiber membrane module using response surface methodology," Applied Energy, Elsevier, vol. 325(C).
  22. Yan, Weichao & Cui, Xin & Meng, Xiangzhao & Yang, Chuanjun & Zhang, Yu & Liu, Yilin & An, Hui & Jin, Liwen, 2024. "Multi-objective optimization of hollow fiber membrane-based water cooler for enhanced cooling performance and energy efficiency," Renewable Energy, Elsevier, vol. 222(C).
  23. Alkhulaifi, Yousif M. & Qasem, Naef A.A. & Zubair, Syed M., 2022. "Exergoeconomic assessment of the ejector-based battery thermal management system for electric and hybrid-electric vehicles," Energy, Elsevier, vol. 245(C).
  24. Tao, Y.B. & Liu, Y.K. & He, Y.L., 2019. "Effect of carbon nanomaterial on latent heat storage performance of carbonate salts in horizontal concentric tube," Energy, Elsevier, vol. 185(C), pages 994-1004.
  25. 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).
  26. Behi, Hamidreza & Karimi, Danial & Jaguemont, Joris & Gandoman, Foad Heidari & Kalogiannis, Theodoros & Berecibar, Maitane & Van Mierlo, Joeri, 2021. "Novel thermal management methods to improve the performance of the Li-ion batteries in high discharge current applications," Energy, Elsevier, vol. 224(C).
  27. Nie, Binjian & Palacios, Anabel & Zou, Boyang & Liu, Jiaxu & Zhang, Tongtong & Li, Yunren, 2020. "Review on phase change materials for cold thermal energy storage applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
  28. Mahesh Suresh Patil & Satyam Panchal & Namwon Kim & Moo-Yeon Lee, 2018. "Cooling Performance Characteristics of 20 Ah Lithium-Ion Pouch Cell with Cold Plates along Both Surfaces," Energies, MDPI, vol. 11(10), pages 1-19, September.
  29. Chunyu Zhao & Beile Zhang & Yuanming Zheng & Shunyuan Huang & Tongtong Yan & Xiufang Liu, 2020. "Hybrid Battery Thermal Management System in Electrical Vehicles: A Review," Energies, MDPI, vol. 13(23), pages 1-18, November.
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