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    Uncertainty Separation Method for Simulation With Image and Numerical Data 

    Source: Journal of Verification, Validation and Uncertainty Quantification:;2024:;volume( 009 ):;issue: 001:;page 11004-1
    Author(s): Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Image-based simulation plays a pivotal role in diverse engineering applications, integrating both image and numerical variables as inputs to predict design performance, understand system behaviors, and drive discovery. ...
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    Inverse Simulation Under Uncertainty by Optimization 

    Source: Journal of Computing and Information Science in Engineering:;2013:;volume( 013 ):;issue: 002:;page 21005
    Author(s): Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Inverse simulation is an inverse process of a direct simulation. During the process, unknown simulation input variables are identified for a given set of known simulation output variables. Uncertainties such as random ...
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    Time Dependent Mechanism Reliability Analysis With Envelope Functions and First Order Approximation 

    Source: Journal of Mechanical Design:;2014:;volume( 136 ):;issue: 008:;page 81010
    Author(s): Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This work develops an envelope approach to timedependent mechanism reliability defined in a period of time where a certain motion output is required. Since the envelope function of the motion error is not explicitly related ...
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    A Safety Factor Method for Reliability-Based Component Design 

    Source: Journal of Mechanical Design:;2021:;volume( 143 ):;issue: 009:;page 091705-1
    Author(s): Yin, Jianhua; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Reliability-based design (RBD) employs optimization to identify design variables that satisfy the reliability requirement. For many routine component design jobs that do not need optimization, however, RBD may not be ...
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    Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data 

    Source: Journal of Mechanical Design:;2021:;volume( 144 ):;issue: 004:;page 41701-1
    Author(s): Li, Huiru; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Predicting system reliability is often a core task in systems design. System reliability depends on component reliability and dependence of components. Component reliability can be predicted with a physics-based approach ...
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    System Reliability Analysis With Second-Order Saddlepoint Approximation 

    Source: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2020:;volume( 006 ):;issue: 004:;page 041001-1
    Author(s): Wu, Hao; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The second-order saddlepoint approximation (SOSPA) has been used for component reliability analysis for higher accuracy than the traditional second-order reliability method (SORM). This work extends the second-order ...
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    Robustness Metric for Robust Design Optimization Under Time- and Space-Dependent Uncertainty Through Metamodeling 

    Source: Journal of Mechanical Design:;2020:;volume( 142 ):;issue: 003:;page 031110-1
    Author(s): Wei, Xinpeng; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Product performance varies with respect to time and space in many engineering applications. This paper discusses how to measure and evaluate the robustness of a product or component when its quality characteristics (QCs) ...
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    Time- and Space-Dependent Reliability-Based Design With Envelope Method 

    Source: Journal of Mechanical Design:;2023:;volume( 145 ):;issue: 003:;page 31708-1
    Author(s): Wu, Hao; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Deterministic optimization may lead to unreliable design results if significant uncertainty exists. Including reliability constraints in reliability-based design (RBD) can solve such a problem. It is difficult to use current ...
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    System Reliability Analysis With Dependent Component Failures During Early Design Stage—A Feasibility Study 

    Source: Journal of Mechanical Design:;2016:;volume( 138 ):;issue: 005:;page 51405
    Author(s): Cheng, Yao; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: It is desirable to predict product reliability accurately in the early design stage, but the lack of information usually leads to the use of independent component failure assumption. This assumption makes the system ...
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    Robust Design for Multivariate Quality Characteristics Using Extreme Value Distribution 

    Source: Journal of Mechanical Design:;2014:;volume( 136 ):;issue: 010:;page 101405
    Author(s): Yang, Changming; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Quality characteristics (QCs) are important product performance variables that determine customer satisfaction. Their expected values are optimized and their standard deviations are minimized during robust design (RD). ...
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