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Multi-Objective Redundancy Allocation for Multi-State System Design Under Epistemic Uncertainty of Component States
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multi-state is a typical characteristic of engineered systems. Most existing studies of redundancy allocation problems (RAPs) for multi-state system (MSS) design assume that the state probabilities of redundant components ...
A Deep Learning-Enhanced Active Sampling Approach to Evidential Uncertainty Propagation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Evidence theory offers a flexible framework for characterizing both aleatory and epistemic uncertainties. However, uncertainty propagation under the evidence theory framework is computationally tedious due to the ...
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