1 publication

• Published Subscription Original Research 4 Jul 2026

  Thermal Performance Analysis and Optimization of Pin-Fin Heat Sink Using CFD, Taguchi Method, and Machine Learning

  By A. Kalyan Charan, C. Venkateshwar Reddy, C.N. Rohit Sai, K. Someshwar Rao

  Abstract: Efficient thermal management is essential for improving the performance and reliability of modern engineering systems and electronic devices. This study presents the design, simulation, and optimization of a pin-fin heat sink using SolidWorks for three-dimensional modeling and ANSYS for thermal and computational fluid dynamics (CFD) analysis. Four different pin-fin geometries, namely square, pentagon, octagon, and circular fins, are considered to evaluate their thermal performance under varying operating conditions. Aluminum is …

  Published in Trends in Mechanical Engineering & Technology · Vol. 16, Issue 2, 2026 Read article →