A multiobjective performance optimization of microchannel heat sink is carried out numerically applying surrogate analysis and evolutionary algorithm. Design variables related to microchannel width, depth, and fin width are selected, and two objective functions, thermal resistance and pumping power, are employed. With the help of finite volume solver, Navier–Stokes analyses are performed at the design sites obtained from full factorial design of sampling methods. Using the numerically evaluated objective function values, polynomial response surface is constructed for each objective functions, and multiobjective optimization is performed to obtain global Pareto optimal solutions. Analysis of optimum solutions is simplified by carrying out trade-off with design variables and objective functions. Objective functions exhibit changing sensitivity to design variables along the Pareto optimal front.
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e-mail: afzal19@inhaian.net
e-mail: kykim@inha.ac.kr
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November 2008
This article was originally published in
Journal of Heat Transfer
Technical Briefs
Multiobjective Optimization of a Microchannel Heat Sink Using Evolutionary Algorithm
Afzal Husain,
Afzal Husain
Department of Mechanical Engineering,
e-mail: afzal19@inhaian.net
Graduate School of Inha University
, 253 Yonghyun-Dong, Nam-Gu, Incheon 402-751, Republic of Korea
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Kwang-Yong Kim
Kwang-Yong Kim
Professor
Department of Mechanical Engineering,
e-mail: kykim@inha.ac.kr
Inha University
, 253 Yonghyun-Dong, Nam-Gu, Incheon 402-751, Republic of Korea
Search for other works by this author on:
Afzal Husain
Department of Mechanical Engineering,
Graduate School of Inha University
, 253 Yonghyun-Dong, Nam-Gu, Incheon 402-751, Republic of Koreae-mail: afzal19@inhaian.net
Kwang-Yong Kim
Professor
Department of Mechanical Engineering,
Inha University
, 253 Yonghyun-Dong, Nam-Gu, Incheon 402-751, Republic of Koreae-mail: kykim@inha.ac.kr
J. Heat Transfer. Nov 2008, 130(11): 114505 (3 pages)
Published Online: September 4, 2008
Article history
Received:
March 14, 2007
Revised:
April 18, 2008
Published:
September 4, 2008
Citation
Husain, A., and Kim, K. (September 4, 2008). "Multiobjective Optimization of a Microchannel Heat Sink Using Evolutionary Algorithm." ASME. J. Heat Transfer. November 2008; 130(11): 114505. https://doi.org/10.1115/1.2969261
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