Multi-objective optimal thermal heat sink design using evolutionary method

Single and multi-objective thermal performance of heat sink are considered using evolutionary optimization method. The main objective is to obtain an optimal heat sink design for solving thermal problem on CPU electronic package. In this case, single and multi-objective particle swarm optimization a...

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Main Authors: Mohd. Hanafi, Mohd. Zainolarifin, Sham Ismail, Fatimah
Format: Article
Language:English
Published: Penerbit UTM Press 2015
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Online Access:http://eprints.utm.my/id/eprint/56128/1/FatimahShamIsmail2015_MultiObjectiveOptimalThermalHeatSinkDesign.pdf
http://eprints.utm.my/id/eprint/56128/
http://dx.doi.org/10.11113/jt.v72.3875
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spelling my.utm.561282017-11-01T04:17:03Z http://eprints.utm.my/id/eprint/56128/ Multi-objective optimal thermal heat sink design using evolutionary method Mohd. Hanafi, Mohd. Zainolarifin Sham Ismail, Fatimah TK Electrical engineering. Electronics Nuclear engineering Single and multi-objective thermal performance of heat sink are considered using evolutionary optimization method. The main objective is to obtain an optimal heat sink design for solving thermal problem on CPU electronic package. In this case, single and multi-objective particle swarm optimization are explored for searching the optimal dimensions of plate fin heat sink design. The optimal design could maximize the heat dissipation and minimize the size of heat sink. Based on the previous research finding and preliminary simulation results, thickness and length of plate fin are selected for optimization. Analysis has been conducted to obtain the best convergence rate of iteration process and optimum values of the fitness functions. This study has demonstrated the usefulness of optimization engine in order to obtain the optimal design of heat sink with area reduction is about 27.15% and heat dissipation has increased by 79.33%. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/56128/1/FatimahShamIsmail2015_MultiObjectiveOptimalThermalHeatSinkDesign.pdf Mohd. Hanafi, Mohd. Zainolarifin and Sham Ismail, Fatimah (2015) Multi-objective optimal thermal heat sink design using evolutionary method. Jurnal Teknologi, 72 (2). pp. 1-6. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v72.3875 DOI:10.11113/jt.v72.3875
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd. Hanafi, Mohd. Zainolarifin
Sham Ismail, Fatimah
Multi-objective optimal thermal heat sink design using evolutionary method
description Single and multi-objective thermal performance of heat sink are considered using evolutionary optimization method. The main objective is to obtain an optimal heat sink design for solving thermal problem on CPU electronic package. In this case, single and multi-objective particle swarm optimization are explored for searching the optimal dimensions of plate fin heat sink design. The optimal design could maximize the heat dissipation and minimize the size of heat sink. Based on the previous research finding and preliminary simulation results, thickness and length of plate fin are selected for optimization. Analysis has been conducted to obtain the best convergence rate of iteration process and optimum values of the fitness functions. This study has demonstrated the usefulness of optimization engine in order to obtain the optimal design of heat sink with area reduction is about 27.15% and heat dissipation has increased by 79.33%.
format Article
author Mohd. Hanafi, Mohd. Zainolarifin
Sham Ismail, Fatimah
author_facet Mohd. Hanafi, Mohd. Zainolarifin
Sham Ismail, Fatimah
author_sort Mohd. Hanafi, Mohd. Zainolarifin
title Multi-objective optimal thermal heat sink design using evolutionary method
title_short Multi-objective optimal thermal heat sink design using evolutionary method
title_full Multi-objective optimal thermal heat sink design using evolutionary method
title_fullStr Multi-objective optimal thermal heat sink design using evolutionary method
title_full_unstemmed Multi-objective optimal thermal heat sink design using evolutionary method
title_sort multi-objective optimal thermal heat sink design using evolutionary method
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.utm.my/id/eprint/56128/1/FatimahShamIsmail2015_MultiObjectiveOptimalThermalHeatSinkDesign.pdf
http://eprints.utm.my/id/eprint/56128/
http://dx.doi.org/10.11113/jt.v72.3875
_version_ 1643654003956908032
score 13.211869