Meta-Heuristic Optimization and Comparison for Battery Pack Thermal Systems Using Simulink
Dae Yun Kim,
Min-Soo Kang,
Kyun Ho Lee
et al.
Abstract:This study examines the use of meta-heuristic algorithms, specifically particle swarm optimization and genetic algorithms, for optimizing thermal systems, addressing a research gap on their efficacy in larger systems. Utilizing MATLAB’s Simulink and Simscape, the research initially targets an electric vehicle thermal system model, emphasizing the optimization of a Li-ion battery pack and associated cooling components, like chillers, pumps, and cooling plates, during operation. One consideration is the use of a… Show more
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