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    Solution of Inverse Convection Heat Transfer Problem Using an Enhanced Particle Swarm Optimization Algorithm

    Source: Journal of Heat Transfer:;2012:;volume( 134 ):;issue: 001::page 11702
    Author:
    Peng Ding
    DOI: 10.1115/1.4004854
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The main objective of this paper is to solve the inverse convection heat transfer problems with particle swarm optimization method. An enhanced particle swarm optimization (EPSO) algorithm is proposed to overcome the shortcoming of earlier convergence of standard PSO algorithms. The performance of EPSO is tested by some benchmark functions; it is shown that EPSO has a strong antilocal trap capability especially for high dimensional multimodal optimization problems. At last, EPSO is used to identify the unknown boundary heat flux in a channel flow. According to the computational results of four test problems, it is clear that the proposed EPSO algorithm is able to estimate the unknown heat flux accurately even when the input data contain measurement error.
    keyword(s): Algorithms , Convection , Particle swarm optimization , Heat flux , Particulate matter , Inverse problems AND Errors ,
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      Solution of Inverse Convection Heat Transfer Problem Using an Enhanced Particle Swarm Optimization Algorithm

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    http://yetl.yabesh.ir/yetl1/handle/yetl/149569
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    contributor authorPeng Ding
    date accessioned2017-05-09T00:52:33Z
    date available2017-05-09T00:52:33Z
    date copyrightJanuary, 2012
    date issued2012
    identifier issn0022-1481
    identifier otherJHTRAO-27930#011702_1.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/149569
    description abstractThe main objective of this paper is to solve the inverse convection heat transfer problems with particle swarm optimization method. An enhanced particle swarm optimization (EPSO) algorithm is proposed to overcome the shortcoming of earlier convergence of standard PSO algorithms. The performance of EPSO is tested by some benchmark functions; it is shown that EPSO has a strong antilocal trap capability especially for high dimensional multimodal optimization problems. At last, EPSO is used to identify the unknown boundary heat flux in a channel flow. According to the computational results of four test problems, it is clear that the proposed EPSO algorithm is able to estimate the unknown heat flux accurately even when the input data contain measurement error.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleSolution of Inverse Convection Heat Transfer Problem Using an Enhanced Particle Swarm Optimization Algorithm
    typeJournal Paper
    journal volume134
    journal issue1
    journal titleJournal of Heat Transfer
    identifier doi10.1115/1.4004854
    journal fristpage11702
    identifier eissn1528-8943
    keywordsAlgorithms
    keywordsConvection
    keywordsParticle swarm optimization
    keywordsHeat flux
    keywordsParticulate matter
    keywordsInverse problems AND Errors
    treeJournal of Heat Transfer:;2012:;volume( 134 ):;issue: 001
    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
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