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    Dynamic Response Optimization of Complex Multibody Systems in a Penalty Formulation Using Adjoint Sensitivity

    Source: Journal of Computational and Nonlinear Dynamics:;2015:;volume( 010 ):;issue: 003::page 31009
    Author:
    Zhu, Yitao
    ,
    Dopico, Daniel
    ,
    Sandu, Corina
    ,
    Sandu, Adrian
    DOI: 10.1115/1.4029601
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Multibody dynamics simulations are currently widely accepted as valuable means for dynamic performance analysis of mechanical systems. The evolution of theoretical and computational aspects of the multibody dynamics discipline makes it conducive these days for other types of applications, in addition to pure simulations. One very important such application is design optimization for multibody systems. In this paper, we focus on gradientbased optimization in order to find local minima. Gradients are calculated efficiently via adjoint sensitivity analysis techniques. Current approaches have limitations in terms of efficiently performing sensitivity analysis for complex systems with respect to multiple design parameters. To improve the state of the art, the adjoint sensitivity approach of multibody systems in the context of the penalty formulation is developed in this study. The new theory developed is then demonstrated on one academic case study, a fivebar mechanism, and on one reallife system, a 14 degree of freedom (DOF) vehicle model. The fivebar mechanism is used to validate the sensitivity approach derived in this paper. The full vehicle model is used to demonstrate the capability of the new approach developed to perform sensitivity analysis and optimization for large and complex multibody systems with respect to multiple design parameters with high efficiency.
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      Dynamic Response Optimization of Complex Multibody Systems in a Penalty Formulation Using Adjoint Sensitivity

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    http://yetl.yabesh.ir/yetl1/handle/yetl/157288
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    contributor authorZhu, Yitao
    contributor authorDopico, Daniel
    contributor authorSandu, Corina
    contributor authorSandu, Adrian
    date accessioned2017-05-09T01:15:42Z
    date available2017-05-09T01:15:42Z
    date issued2015
    identifier issn1555-1415
    identifier othercnd_010_03_031009.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/157288
    description abstractMultibody dynamics simulations are currently widely accepted as valuable means for dynamic performance analysis of mechanical systems. The evolution of theoretical and computational aspects of the multibody dynamics discipline makes it conducive these days for other types of applications, in addition to pure simulations. One very important such application is design optimization for multibody systems. In this paper, we focus on gradientbased optimization in order to find local minima. Gradients are calculated efficiently via adjoint sensitivity analysis techniques. Current approaches have limitations in terms of efficiently performing sensitivity analysis for complex systems with respect to multiple design parameters. To improve the state of the art, the adjoint sensitivity approach of multibody systems in the context of the penalty formulation is developed in this study. The new theory developed is then demonstrated on one academic case study, a fivebar mechanism, and on one reallife system, a 14 degree of freedom (DOF) vehicle model. The fivebar mechanism is used to validate the sensitivity approach derived in this paper. The full vehicle model is used to demonstrate the capability of the new approach developed to perform sensitivity analysis and optimization for large and complex multibody systems with respect to multiple design parameters with high efficiency.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleDynamic Response Optimization of Complex Multibody Systems in a Penalty Formulation Using Adjoint Sensitivity
    typeJournal Paper
    journal volume10
    journal issue3
    journal titleJournal of Computational and Nonlinear Dynamics
    identifier doi10.1115/1.4029601
    journal fristpage31009
    journal lastpage31009
    identifier eissn1555-1423
    treeJournal of Computational and Nonlinear Dynamics:;2015:;volume( 010 ):;issue: 003
    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