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    Multi-Objective Engineering Design Via Computer Model Calibration

    Source: Journal of Mechanical Design:;2020:;volume( 143 ):;issue: 005::page 051702-1
    Author:
    Ehrett, Carl
    ,
    Brown, D. Andrew
    ,
    Chodora, Evan
    ,
    Kitchens, Christopher
    ,
    Atamturktur, Sez
    DOI: 10.1115/1.4048216
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Computer model calibration typically operates by fine-tuning parameter values in a computer model so that the model output faithfully predicts reality. By using performance targets in place of observed data, we show that calibration techniques can be repurposed for solving multi-objective design problems. Our approach allows us to consider all relevant sources of uncertainty as an integral part of the design process. We demonstrate our proposed approach through both simulation and fine-tuning material design settings to meet performance targets for a wind turbine blade.
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      Multi-Objective Engineering Design Via Computer Model Calibration

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    contributor authorEhrett, Carl
    contributor authorBrown, D. Andrew
    contributor authorChodora, Evan
    contributor authorKitchens, Christopher
    contributor authorAtamturktur, Sez
    date accessioned2022-02-05T21:46:33Z
    date available2022-02-05T21:46:33Z
    date copyright10/28/2020 12:00:00 AM
    date issued2020
    identifier issn1050-0472
    identifier othermd_143_5_051702.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4276315
    description abstractComputer model calibration typically operates by fine-tuning parameter values in a computer model so that the model output faithfully predicts reality. By using performance targets in place of observed data, we show that calibration techniques can be repurposed for solving multi-objective design problems. Our approach allows us to consider all relevant sources of uncertainty as an integral part of the design process. We demonstrate our proposed approach through both simulation and fine-tuning material design settings to meet performance targets for a wind turbine blade.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleMulti-Objective Engineering Design Via Computer Model Calibration
    typeJournal Paper
    journal volume143
    journal issue5
    journal titleJournal of Mechanical Design
    identifier doi10.1115/1.4048216
    journal fristpage051702-1
    journal lastpage051702-10
    page10
    treeJournal of Mechanical Design:;2020:;volume( 143 ):;issue: 005
    contenttypeFulltext
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