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    Reconstruction of Radiative Properties Fields in Participating Media by Using the Sequential Quadratic Programing Combined With Regularization Technique

    Source: Journal of Heat Transfer:;2019:;volume( 141 ):;issue: 002::page 22702
    Author:
    Wei, Lin-Yang
    ,
    Qi, Hong
    ,
    Zhang, Xiao-Luo
    ,
    Wen, Shuang
    ,
    Islam, Md Arafat
    ,
    Ruan, Li-Ming
    DOI: 10.1115/1.4041831
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The refractive index and absorption coefficient fields in participating media are reconstructed simultaneously in this work. In the direct model, the coupled radiation–conduction heat transfer in participating media exposed to a pulse laser irradiation is solved by finite volume method (FVM). In the inverse model, the sequential quadratic programming (SQP) algorithm combined with the generalized Gaussian Markov random field (GGMRF) model is employed to solve the reconstruction problem. It is found that the refractive index and absorption coefficient fields cannot be reconstructed simultaneously. A secondary reconstruction technique based on different regularization parameters is proposed to reconstruct the refractive index and absorption coefficient fields simultaneously. All the retrieval results indicate that the proposed secondary reconstruction technique performs accurately and effectively.
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      Reconstruction of Radiative Properties Fields in Participating Media by Using the Sequential Quadratic Programing Combined With Regularization Technique

    URI
    http://yetl.yabesh.ir/yetl1/handle/yetl/4256619
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    contributor authorWei, Lin-Yang
    contributor authorQi, Hong
    contributor authorZhang, Xiao-Luo
    contributor authorWen, Shuang
    contributor authorIslam, Md Arafat
    contributor authorRuan, Li-Ming
    date accessioned2019-03-17T11:04:16Z
    date available2019-03-17T11:04:16Z
    date copyright12/13/2018 12:00:00 AM
    date issued2019
    identifier issn0022-1481
    identifier otherht_141_02_022702.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4256619
    description abstractThe refractive index and absorption coefficient fields in participating media are reconstructed simultaneously in this work. In the direct model, the coupled radiation–conduction heat transfer in participating media exposed to a pulse laser irradiation is solved by finite volume method (FVM). In the inverse model, the sequential quadratic programming (SQP) algorithm combined with the generalized Gaussian Markov random field (GGMRF) model is employed to solve the reconstruction problem. It is found that the refractive index and absorption coefficient fields cannot be reconstructed simultaneously. A secondary reconstruction technique based on different regularization parameters is proposed to reconstruct the refractive index and absorption coefficient fields simultaneously. All the retrieval results indicate that the proposed secondary reconstruction technique performs accurately and effectively.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleReconstruction of Radiative Properties Fields in Participating Media by Using the Sequential Quadratic Programing Combined With Regularization Technique
    typeJournal Paper
    journal volume141
    journal issue2
    journal titleJournal of Heat Transfer
    identifier doi10.1115/1.4041831
    journal fristpage22702
    journal lastpage022702-10
    treeJournal of Heat Transfer:;2019:;volume( 141 ):;issue: 002
    contenttypeFulltext
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    yabeshDSpacePersian
     
    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian