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An Efficient Uncertainty Propagation Analysis Method for Problems Involving Non-Parameterized Probability-Boxes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As a kind of imprecise probabilistic model, probability-box (P-box) model can deal with both aleatory and epistemic uncertainties in parameters effectively. The P-box can generally be categorized into two classes, namely, ...
Some Important Issues on First Order Reliability Analysis With Nonprobabilistic Convex Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Compared with the probability model, the convex model approach only requires the bound information on the uncertainty, and can make it possible to conduct the reliability analysis for many complex engineering problems with ...
A Time Variant Reliability Analysis Method Based on Stochastic Process Discretization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Timevariant reliability problems caused by deterioration in material properties, dynamic load uncertainty, and other causes are widespread among practical engineering applications. This study proposes a novel timevariant ...
An Outcrossing Rate Model and Its Efficient Calculation for Time-Dependent System Reliability Analysis
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Time-dependent reliability problems widely appear in the engineering practice when the material properties of the structure deteriorate in time or random loading modeled as random processes is involved. Among existing ...
Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Epistemic uncertainty is widespread in reliability analysis of practical engineering products. Evidence theory is regarded as a powerful model for quantifying and analyzing epistemic uncertainty. However, the heavy ...
Fuzzy Approximation by a Novel Levenberg–Marquardt Method for Two Degree of Freedom Hypersonic Flutter Model
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The twodegreeoffreedom (2DOF) hypersonic flutter dynamical system has strong aeroelastic nonlinearities, and it is very difficult to obtain a more precise mathematical model. By considering varying learning rate and ...
A Vine Copula Based Reliability Analysis Method for Structures With Multidimensional Correlation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper proposed a vinecopulabased structural reliability analysis method which is an effective approach for performing a reliability analysis on complex multidimensional correlation problems. A joint probability ...
Comparison of Uncertainty Analyses for Crankshaft Applications
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, four convex models (interval, parallelepiped, ellipsoidal, and superellipsoidal analyses) are introduced to describe the available data on uncertainty parameters for the engine’s crankshaft. The paper first ...