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The research outcomes indicated that the heat dissipation efficiency, reliability, and optimization speed of the liquid cooled heat dissipation structure optimization method for vehicle mounted energy storage batteries based on NSGA-II were 0.78, 0.76, 0.82, 0.86, and 0.79, respectively, which were higher than those of other methods.
Discussion: The proposed liquid cooling structure design can effectively manage and disperse the heat generated by the battery. This method provides a new idea for the optimization of the energy efficiency of the hybrid power system. This paper provides a new way for the efficient thermal management of the automotive power battery.
Based on our comprehensive review, we have outlined the prospective applications of optimized liquid-cooled Battery Thermal Management Systems (BTMS) in future lithium-ion batteries. This encompasses advancements in cooling liquid selection, system design, and integration of novel materials and technologies.
To minimize both the volumetrically average temperature of the battery pack and the energy dissipation of the cooling system, a bi-objective topology optimization model is constructed, and so five cooling plates with different flowing-channel topologies are designed.
In summary, the optimization of the battery liquid cooling system based on NSGA-Ⅱ algorithm solves the heat dissipation inside the battery pack and improves the performance and life of the battery.
The battery liquid cooling heat dissipation structure uses liquid, which carries away the heat generated by the battery through circulating flow, thereby achieving heat dissipation effect (Yi et al., 2022).
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5 · An electrochemical-hydrodynamic-thermal model is developed to characterize the uneven heat source, flow and heat transfer behaviors of energy storage battery pack. …
Get Price >>To minimize both the volumetrically average temperature of the battery pack and the energy dissipation of the cooling system, a bi-objective topology optimization model is …
Get Price >>algorithm II was designed to optimize the parameters of liquid cooling structure of vehicle energy storage battery. The objective function and constraint conditions in the optimization process …
Get Price >>This study aims to investigate the multi-objective optimization method for liquid cooling plates in automotive power batteries. The response surface method and NSGA-II were combined to optimize the temperature of …
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Get Price >>Cooling plate design is one of the key issues for the heat dissipation of lithium battery packs in electric vehicles by liquid cooling technology. To minimize both the …
Get Price >>Furthermore, the energy storage mechanism of these two technologies heavily relies on the area''s topography [10] pared to alternative energy storage technologies, …
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Get Price >>Addressing the issue that single liquid cooling/air cooling technology cannot meet the thermal management requirements of the battery under high power conditions, the topology …
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Get Price >>The optimization of the liquid cooling heat dissipation structure of the vehicle mounted energy storage battery based on NSGA-II was studied to reduce the temperature. …
Get Price >>An up-to-date review on the design improvement and optimization of the liquid-cooling battery thermal management system for electric vehicles. Appl Therm Eng, 2023, 219: …
Get Price >>5 · Multi-objective topology optimization design of liquid-based cooling plate for 280 Ah prismatic energy storage battery thermal management. ... Battery energy storage system …
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Get Price >>5 · In this work, the liquid-based BTMS for energy storage battery pack is simulated and evaluated by coupling electrochemical, fluid flow, and heat transfer interfaces with the control …
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