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    Mixed Efficient Global Optimization for Time Dependent Reliability Analysis 

    Source: Journal of Mechanical Design:;2015:;volume( 137 ):;issue: 005:;page 51401
    Author(s): Hu, Zhen; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Timedependent reliability analysis requires the use of the extreme value of a response. The extreme value function is usually highly nonlinear, and traditional reliability methods, such as the first order reliability method ...
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    Time Dependent System Reliability Analysis Using Random Field Discretization 

    Source: Journal of Mechanical Design:;2015:;volume( 137 ):;issue: 010:;page 101404
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper proposes a novel and efficient methodology for timedependent system reliability analysis of systems with multiple limitstate functions of random variables, stochastic processes, and time. Since there are ...
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    A Sampling Approach to Extreme Value Distribution for Time Dependent Reliability Analysis 

    Source: Journal of Mechanical Design:;2013:;volume( 135 ):;issue: 007:;page 71003
    Author(s): Hu, Zhen; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Maintaining high accuracy and efficiency is a challenging issue in timedependent reliability analysis. In this work, an accurate and efficient method is proposed for limitstate functions with the following features: The ...
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    A Single Loop Kriging Surrogate Modeling for Time Dependent Reliability Analysis 

    Source: Journal of Mechanical Design:;2016:;volume( 138 ):;issue: 006:;page 61406
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Current surrogate modeling methods for timedependent reliability analysis implement a doubleloop procedure, with the computation of extreme value response in the outer loop and optimization in the inner loop. The computational ...
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    Resilience Assessment Based on Time-Dependent System Reliability Analysis 

    Source: Journal of Mechanical Design:;2016:;volume( 138 ):;issue: 011:;page 111404
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Significant efforts have been recently devoted to the qualitative and quantitative evaluation of resilience in engineering systems. Current resilience evaluation methods, however, have mainly focused on business supply ...
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    Adaptive Surrogate Modeling for Time-Dependent Multidisciplinary Reliability Analysis 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 002:;page 21401
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Multidisciplinary systems with transient behavior under time-varying inputs and coupling variables pose significant computational challenges in reliability analysis. Surrogate models of individual disciplinary analyses ...
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    Bayesian Network Learning for Data-Driven Design 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering:;2018:;volume( 004 ):;issue:004:;page 41002
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Bayesian networks (BNs) are being studied in recent years for system diagnosis, reliability analysis, and design of complex engineered systems. In several practical applications, BNs need to be learned from available data ...
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    Time-Dependent Reliability Analysis Using a Vine-ARMA Load Model 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering:;2017:;volume( 003 ):;issue: 001:;page 11007
    Author(s): Hu, Zhen; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: A common strategy for the modeling of stochastic loads in time-dependent reliability analysis is to describe the loads as independent Gaussian stochastic processes. This assumption does not hold for many engineering ...
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    A Random Field Approach to Reliability Analysis With Random and Interval Variables 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering:;2015:;volume( 001 ):;issue: 004:;page 41005
    Author(s): Hu, Zhen; Du, Xiaoping
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Interval variables are commonly encountered in design, especially in the early design stages when data are limited. Thus, reliability analysis (RA) should deal with both interval and random variables and then predict the ...
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    Special Issue on Uncertainty Quantification and Management in Additive Manufacturing 

    Source: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2021:;volume( 008 ):;issue: 001:;page 10301-1
    Author(s): Hu, Zhen; Nannapaneni, Saideep; Mahadevan, Sankaran
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Additive manufacturing (AM) represents a new paradigm of manufacturing where parts are manufactured using their 3D models (such as CAD models) by joining materials in a layer-by-layer manner. Widespread implementation of ...
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