Investigating thermal performance enhancement in perforated pin fin arrays for cooling electronic systems through integrated CFD and deep learning analysis

Investigating thermal performance enhancement in perforated pin fin arrays for cooling electronic systems through integrated CFD and deep learning analysis

Pin fin heat sinks have garnered considerable attention within the realm of thermal management for high-heat-flux electronics systems. This study advances the understanding of perforated pin fin systems, offering novel insights into heat transfer enhancement. The research explores circular and squar...

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Bibliographic Details
Main Authors: H. Ehsani, F. Najafi Roudbari, S. Sadeghi Namaghi, p. Jalili, D.D. Ganji
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Results in Engineering
Subjects:
Deep Learning
Thermal Performance
Perforated Pin Fin
Forced Convection
Heat Dissipation
Online Access:http://www.sciencedirect.com/science/article/pii/S259012302400269X

Internet

http://www.sciencedirect.com/science/article/pii/S259012302400269X

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