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This paper investigates the condition-based maintenance (CBM) that concerns the component replacement strategy based on the estimation of the failure probability distribution. To obtain the accurate estimation of the distribution, specifically in non-linear case, an improved model-based Monte Carlo method, the unscented particle filter (UPF), is introduced. With the estimation of the failure probability,...
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