On-line change detection and condition-based maintenance for systems with unknown deterioration parameters

The aim of this paper was to propose a condition‐based maintenance policy for a gradually deteriorating system subject to change in the deterioration rate using on‐line detection algorithms. The parameters of the deterioration rate after the change is unknown. The main purpose is to estimate these unknown parameters in order to adapt the condition‐based maintenance policy and above all to optimize a global cost criterion.