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    Multiobjective Optimization of a Microchannel Heat Sink Using Evolutionary Algorithm

    Source: Journal of Heat Transfer:;2008:;volume( 130 ):;issue: 011::page 114505
    Author:
    Afzal Husain
    ,
    Kwang-Yong Kim
    DOI: 10.1115/1.2969261
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: 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.
    keyword(s): Design , Optimization , Evolutionary algorithms , Functions , Heat sinks , Pareto optimization , Microchannels AND Thermal resistance ,
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      Multiobjective Optimization of a Microchannel Heat Sink Using Evolutionary Algorithm

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    http://yetl.yabesh.ir/yetl1/handle/yetl/138435
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    contributor authorAfzal Husain
    contributor authorKwang-Yong Kim
    date accessioned2017-05-09T00:28:52Z
    date available2017-05-09T00:28:52Z
    date copyrightNovember, 2008
    date issued2008
    identifier issn0022-1481
    identifier otherJHTRAO-27847#114505_1.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/138435
    description abstractA 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.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleMultiobjective Optimization of a Microchannel Heat Sink Using Evolutionary Algorithm
    typeJournal Paper
    journal volume130
    journal issue11
    journal titleJournal of Heat Transfer
    identifier doi10.1115/1.2969261
    journal fristpage114505
    identifier eissn1528-8943
    keywordsDesign
    keywordsOptimization
    keywordsEvolutionary algorithms
    keywordsFunctions
    keywordsHeat sinks
    keywordsPareto optimization
    keywordsMicrochannels AND Thermal resistance
    treeJournal of Heat Transfer:;2008:;volume( 130 ):;issue: 011
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian