Comprehensive fatigue estimation and fault diagnosis based on Refined Generalized Multi-Scale Entropy method of centrifugal fan blades

•A test system adapted to multiple measurements and real simulation conditions.•A whole method combining simulation, test and identification of fault type.•Refined Generalized Multi-Scale Entropy combined with Support Vector Machine.•The fault feature vectors of centrifugal fan blades can be accurately identified.