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    Experimental Validation of Graph-Based Hierarchical Control for Thermal Management

    Source: Journal of Dynamic Systems, Measurement, and Control:;2018:;volume( 140 ):;issue: 010::page 101016
    Author:
    Pangborn, Herschel C.
    ,
    Koeln, Justin P.
    ,
    Williams, Matthew A.
    ,
    Alleyne, Andrew G.
    DOI: 10.1115/1.4040211
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper proposes and experimentally validates a hierarchical control framework for fluid flow systems performing thermal management in mobile energy platforms. A graph-based modeling approach derived from the conservation of mass and energy inherently captures coupling within and between physical domains. Hydrodynamic and thermodynamic graph-based models are experimentally validated on a thermal-fluid testbed. A scalable hierarchical control framework using the graph-based models with model predictive control (MPC) is proposed to manage the multidomain and multi-timescale dynamics of thermal management systems. The proposed hierarchical control framework is compared to decentralized and centralized benchmark controllers and found to maintain temperature bounds better while using less electrical energy for actuation.
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      Experimental Validation of Graph-Based Hierarchical Control for Thermal Management

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4254006
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    contributor authorPangborn, Herschel C.
    contributor authorKoeln, Justin P.
    contributor authorWilliams, Matthew A.
    contributor authorAlleyne, Andrew G.
    date accessioned2019-02-28T11:13:24Z
    date available2019-02-28T11:13:24Z
    date copyright6/4/2018 12:00:00 AM
    date issued2018
    identifier issn0022-0434
    identifier otherds_140_10_101016.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4254006
    description abstractThis paper proposes and experimentally validates a hierarchical control framework for fluid flow systems performing thermal management in mobile energy platforms. A graph-based modeling approach derived from the conservation of mass and energy inherently captures coupling within and between physical domains. Hydrodynamic and thermodynamic graph-based models are experimentally validated on a thermal-fluid testbed. A scalable hierarchical control framework using the graph-based models with model predictive control (MPC) is proposed to manage the multidomain and multi-timescale dynamics of thermal management systems. The proposed hierarchical control framework is compared to decentralized and centralized benchmark controllers and found to maintain temperature bounds better while using less electrical energy for actuation.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleExperimental Validation of Graph-Based Hierarchical Control for Thermal Management
    typeJournal Paper
    journal volume140
    journal issue10
    journal titleJournal of Dynamic Systems, Measurement, and Control
    identifier doi10.1115/1.4040211
    journal fristpage101016
    journal lastpage101016-17
    treeJournal of Dynamic Systems, Measurement, and Control:;2018:;volume( 140 ):;issue: 010
    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