1 citations · 1 across the 2 of their papers we have counts for
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Variance-based reliability sensitivity with dependent inputs using failure samples
Max Ehre, Iason Papaioannou, Daniel Straub
Reliability sensitivity analysis is concerned with measuring the influence of a system's uncertain input parameters on its probability of failure. Statistically dependent inputs pr…
A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance
Antonios Kamariotis, Konstantinos Tatsis, Eleni Chatzi +2
Prognostic Health Management aims to predict the Remaining Useful Life (RUL) of degrading components/systems utilizing monitoring data. These RUL predictions form the basis for opt…
Bayesian improved cross entropy method for network reliability assessment
Jianpeng Chan, Iason Papaioannou, Daniel Straub
We propose a modification of the improved cross entropy (iCE) method to enhance its performance for network reliability assessment. The iCE method performs a transition from the no…