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Multi-Objective Optimization of Phase Change Coupled Thermal Management System Based on NSWOA
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作者 Yang Yang Zhenhai Gao +2 位作者 Zehao Kang keyuan shi Peng Guo 《Energy & Environmental Materials》 2026年第1期74-91,共18页
This study investigates phase change materials(PCMs)for lithium battery thermal management.A PCM cooling model was developed and experimentally validated,showing≤1.5 K temperature error and≤5%PCM melting simulation ... This study investigates phase change materials(PCMs)for lithium battery thermal management.A PCM cooling model was developed and experimentally validated,showing≤1.5 K temperature error and≤5%PCM melting simulation deviation.A non-uniform battery arrangement was proposed to optimize temperature distribution.Key PCM parameters(melting point,conductivity,latent heat)were analyzed for thermal performance.A hybrid liquid-PCM cooling system was designed and optimized via an entropy-weighted TOPSIS-NSWOA strategy.At 4 C discharge,the optimized system achieved 311.41 K maximum temperature(5.89 K reduction)and 4.71 K temperature difference,meeting 18650 battery safety standards.The findings guide PCM selection and integrated thermal management design,balancing heat dissipation and temperature uniformity. 展开更多
关键词 BATTERIES MODELING SIMULATION
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