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Reliability Analysis With Monte Carlo Simulation and Dependent Kriging Predictions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reliability analysis is time consuming, and high efficiency could be maintained through the integration of the Kriging method and Monte Carlo simulation (MCS). This Kriging-based MCS reduces the computational cost by ...
Time-Dependent System Reliability Analysis for Bivariate Responses
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Time-dependent system reliability is computed as the probability that the responses of a system do not exceed prescribed failure thresholds over a time duration of interest. In this work, an efficient time-dependent ...
System Reliability Analysis With Autocorrelated Kriging Predictions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: When limit-state functions are highly nonlinear, traditional reliability methods, such as the first-order and second-order reliability methods, are not accurate. Monte Carlo simulation (MCS), on the other hand, is accurate ...