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This paper considers the problem of condition-based maintenance optimization for complex industrial assets involving load sharing interaction and fault propagation among their components using a two-tiered approach. The upper layer represents the deterioration and failure at the asset level and uses a continuous-time Markov chain to calculate the optimal inspection interval and maintenance thresho...

A tiered modelling approach for condition-based maintenance of industrial assets with load sharing interaction and fault propagation