Thermal performance and structural optimization of a hybrid thermal management system based on MHPA/PCM/liquid cooling for lithium-ion battery

Liu, 2022, Recent Developments of Thermal Management Strategies for Lithium-Ion Batteries: A State-of-The-Art Review, Energ. Technol., 10, 10.1002/ente.202101135 Song, 2022, Review on Thermal Runaway of Lithium-Ion Batteries for Electric Vehicles, J. Electron. Mater., 51, 30, 10.1007/s11664-021-09281-0 Bibin, 2020, Thermal performance of Lithium-Ion battery pack using forced air circulation system, Vol. 46, 3670 Chidambaranathan, 2020, A review on thermal issues in Li-ion battery and recent advancements in battery thermal management system, Vol. 33, 116 Shi, 2023, Multi-objective optimization of integrated lithium-ion battery thermal management system, Appl. Therm. Eng., 223, 10.1016/j.applthermaleng.2023.119991 Hasani, 2021, Thermal behavior of lithium-ion battery in microgrid application: Impact and management system, Int. J. Energy Res., 45, 4967, 10.1002/er.6229 G. Pulugundla, P. Dubey, A. Srouji, Time-Accurate CFD Analysis of Liquid Cold Plates for Efficient Thermal Performance of Electric Vehicle Li-Ion Battery Modules, SAE Technical Paper, (2019). B. Shashwat, D. Prahit, S.A. K., W. Zenan, Comparison of Different Liquid Cooling Configurations for Effective Thermal Management of Li-Ion Pouch Cell for Automotive Applications, ASME 2020 Heat Transfer Summer Conference collocated with the ASME 2020 Fluids Engineering Division Summer Meeting and the ASME 2020 18th International Conference on Nanochannels, Microchannels, and Minichannels, (2020). Zhao, 2020, Experimental study of a direct evaporative cooling approach for Li-ion battery thermal management, Int. J. Energy Res., 44, 6660, 10.1002/er.5402 Peng, 2020, A Thermal Investigation and Optimization of an Air-Cooled Lithium-Ion Battery Pack, Energies, 13, 10.3390/en13112956 Xu, 2022, A lightweight and low-cost liquid-cooled thermal management solution for high energy density prismatic lithium-ion battery packs, Appl. Therm. Eng., 203, 10.1016/j.applthermaleng.2021.117871 Tang, 2020, Research on battery liquid-cooled system based on the parallel connection of cold plates, J. Renew. Sustain. Energy, 12, 10.1063/1.5141770 Wang, 2018, Performance analysis of a novel thermal management system with composite phase change material for a lithium-ion battery pack, Energy, 156, 154, 10.1016/j.energy.2018.05.104 Wang, 2021, Performance investigation of a passive battery thermal management system applied with phase change material, J. Storage Mater., 35 Zhang, 2020, A Li-Ion Battery Thermal Management System Combining a Heat Pipe and Thermoelectric Cooler, Energies, 13 W.P. Harris, U. Ashraf, R.W. Thibault, N. Certo, P. Dubey, K. Galvan, Cold plate blade for battery modules. Dubey, 2021, Direct Comparison of Immersion and Cold-Plate Based Cooling for Automotive Li-Ion Battery Modules, Energies, 14, 10.3390/en14051259 Mbulu, 2021, Experimental study on the thermal performance of a battery thermal management system using heat pipes, Case Stud. Therm. Eng., 26, 10.1016/j.csite.2021.101029 Fan, 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, 259, 10.1016/j.energy.2022.125091 Cao, 2020, Liquid cooling with phase change materials for cylindrical Li-ion batteries: An experimental and numerical study, Energy, 191, 10.1016/j.energy.2019.116565 Ma, 2020, Experimental Study of an Enhanced Phase Change Material of Paraffin/Expanded Graphite/Nano-Metal Particles for a Personal Cooling System, Materials, 13 Hu, 2023, Effect of passive thermal management system on the electro-thermal performance of battery module, Int. J. Therm. Sci., 183, 10.1016/j.ijthermalsci.2022.107842 Hekmat, 2022, Hybrid thermal management for achieving extremely uniform temperature distribution in a lithium battery module with phase change material and liquid cooling channels, J. Storage Mater., 50 Chen, 2019, Effects of different phase change material thermal management strategies on the cooling performance of the power lithium ion batteries: A review, J. Power Sources, 442, 10.1016/j.jpowsour.2019.227228 Patel, 2020, Recent developments in the passive and hybrid thermal management techniques of lithium -ion batteries, J. Power Sources, 480, 10.1016/j.jpowsour.2020.228820 Zhang, 2020, A novel heat pipe assisted separation type battery thermal management system based on phase change material, Appl. Therm. Eng., 165, 10.1016/j.applthermaleng.2019.114571 Zeng, 2022, Cooling performance and optimization of a new hybrid thermal management system of cylindrical battery, Appl. Therm. Eng., 217, 10.1016/j.applthermaleng.2022.119171 Mousavi, 2021, A new design for hybrid cooling of Li-ion battery pack utilizing PCM and mini channel cold plates, Appl. Therm. Eng., 197, 10.1016/j.applthermaleng.2021.117398 Xin, 2023, Simulation and Optimization of Lithium-Ion Battery Thermal Management System Integrating Composite Phase Change Material, Flat Heat Pipe and Liquid Cooling, Batteries-Basel, 9 Ling, 2018, Compact liquid cooling strategy with phase change materials for Li-ion batteries optimized using response surface methodology, Appl. Energy, 228, 777, 10.1016/j.apenergy.2018.06.143 Lai, 2019, A compact and lightweight liquid-cooled thermal management solution for cylindrical lithium-ion power battery pack, Int. J. Heat Mass Transf., 144, 10.1016/j.ijheatmasstransfer.2019.118581 Li, 2019, A surrogate thermal modeling and parametric optimization of battery pack with air cooling for EVs, Appl. Therm. Eng., 147, 90, 10.1016/j.applthermaleng.2018.10.060 Guo, 2022, A Lightweight Multichannel Direct Contact Liquid-Cooling System and Its Optimization for Lithium-Ion Batteries, IEEE Trans. Transp. Electrif., 8, 2334, 10.1109/TTE.2021.3131718 Zhang, 2021, Design and optimization of a hybrid battery thermal management system for electric vehicle based on surrogate model, Int. J. Heat Mass Transf., 174, 10.1016/j.ijheatmasstransfer.2021.121318 Hu, 2022, A hybrid cooling method with low energy consumption for lithium-ion battery under extreme conditions, Energ. Conver. Manage., 266, 10.1016/j.enconman.2022.115831 Dan, 2019, Dynamic thermal behavior of micro heat pipe array-air cooling battery thermal management system based on thermal network model, Appl. Therm. Eng., 162, 10.1016/j.applthermaleng.2019.114183 Wang, 2019, Sensitivity analysis of factors influencing a heat pipe-based thermal management system for a battery module with cylindrical cells, Appl. Therm. Eng., 151, 475, 10.1016/j.applthermaleng.2019.02.036 Bernardi, 1985, A General Energy Balance for Battery Systems, J. Electrochem. Soc., 132, 10.1149/1.2113792 Chen, 2022, Multi-objective optimization design for a double-direction liquid heating system-based Cell-to-Chassis battery module, Int. J. Heat Mass Transf., 183, 10.1016/j.ijheatmasstransfer.2021.122184 Yang, 2020, Thermal performance of cylindrical lithium-ion battery thermal management system integrated with mini-channel liquid cooling and air cooling, Appl. Therm. Eng., 175, 10.1016/j.applthermaleng.2020.115331 Wu, 2020, Structural optimization of light-weight battery module based on hybrid liquid cooling with high latent heat PCM, Int. J. Heat Mass Transf., 163, 10.1016/j.ijheatmasstransfer.2020.120495 Ebbs-Picken, 2023, Design optimization methodologies applied to battery thermal management systems: A review, J. Storage Mater., 67 Li, 2022, Multi-objective optimization of mini U-channel cold plate with SiO2 nanofluid by RSM and NSGA-II, Energy, 242, 10.1016/j.energy.2021.123039 Zain, 2018, A multi-objective particle swarm optimization algorithm based on dynamic boundary search for constrained optimization, Appl. Soft Comput., 70, 680, 10.1016/j.asoc.2018.06.022 Britto, 2014, Using reference points to update the archive of MOPSO algorithms in Many-Objective Optimization, Neurocomputing, 127, 78, 10.1016/j.neucom.2013.05.049