An integrated framework for reliability prediction and condition-based maintenance policy for a hydropower generation unit using GPHM and SMDP

•Development of the reliability prediction and maintenance policy optimization under variable operating conditions.•Fusion of the influence of operating conditions between maintenance events on the unit hazard rate.•Development of the reliability prediction and optimal maintenance policy based on the actual state.•A cost-oriented dynamic update of preventive maintenance threshold was proposed.