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Structural optimization of multi-heat-source cold plates using neural network and genetic algorithm

This study proposes an integrated framework coupling neural networks with the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) for the independent multi-zone optimization of fin structures in both straight-fin and hybrid-fin cold plates, addressing the thermal management challenge of multi-heat-...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yifei Zhang, Yubin Zhuang, Pan Cui, Wei Liu, Zhichun Liu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2026-04-01
Schriftenreihe:Case Studies in Thermal Engineering
Schlagworte:
Multi-heat source cold plate
Neural network
Genetic algorithm
Structural optimization
Parametric study
Online-Zugang:http://www.sciencedirect.com/science/article/pii/S2214157X26002133
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