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    Fuzzy Approximation by a Novel Levenberg–Marquardt Method for Two Degree of Freedom Hypersonic Flutter Model

    Source: Journal of Vibration and Acoustics:;2014:;volume( 136 ):;issue: 004::page 44502
    Author:
    Wang, Y. H.
    ,
    Zhu, L.
    ,
    Wu, Q. X.
    ,
    Jiang, C. S.
    DOI: 10.1115/1.4027524
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The twodegreeoffreedom (2DOF) hypersonic flutter dynamical system has strong aeroelastic nonlinearities, and it is very difficult to obtain a more precise mathematical model. By considering varying learning rate and دƒmodification factor, a novel Levenberg– Marquardt (L–M) method is proposed, based on which, an online fuzzy approximation scheme for 2DOF hypersonic flutter model is established without any human knowledge. Compared with the standard L–M method, the proposed method can obtain faster converge speed and avoid parameter drift. Numerical simulations approve the advantages of the proposed scheme.
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      Fuzzy Approximation by a Novel Levenberg–Marquardt Method for Two Degree of Freedom Hypersonic Flutter Model

    URI
    http://yetl.yabesh.ir/yetl1/handle/yetl/156797
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    contributor authorWang, Y. H.
    contributor authorZhu, L.
    contributor authorWu, Q. X.
    contributor authorJiang, C. S.
    date accessioned2017-05-09T01:14:12Z
    date available2017-05-09T01:14:12Z
    date issued2014
    identifier issn1048-9002
    identifier othervib_136_04_044502.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/156797
    description abstractThe twodegreeoffreedom (2DOF) hypersonic flutter dynamical system has strong aeroelastic nonlinearities, and it is very difficult to obtain a more precise mathematical model. By considering varying learning rate and دƒmodification factor, a novel Levenberg– Marquardt (L–M) method is proposed, based on which, an online fuzzy approximation scheme for 2DOF hypersonic flutter model is established without any human knowledge. Compared with the standard L–M method, the proposed method can obtain faster converge speed and avoid parameter drift. Numerical simulations approve the advantages of the proposed scheme.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleFuzzy Approximation by a Novel Levenberg–Marquardt Method for Two Degree of Freedom Hypersonic Flutter Model
    typeJournal Paper
    journal volume136
    journal issue4
    journal titleJournal of Vibration and Acoustics
    identifier doi10.1115/1.4027524
    journal fristpage44502
    journal lastpage44502
    identifier eissn1528-8927
    treeJournal of Vibration and Acoustics:;2014:;volume( 136 ):;issue: 004
    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