... of preventive and corrective maintenance. This research paper proposes advanced fault detection strategies for taper rolling bearings. In this, a mathematical model using dimension analysis by matrix method (DAMM) and support vector machine (SVM) is developed to predict the vibration characteristic of the rotor...

... or avoid the failure of rotating machinery. The condition monitoring or maintenance schedule can be set well if the diagnosis estimate bearing fault size accurately. In view of this, the adaptive neurofuzzy inference system (ANFIS) and dimension analysis (DA) were utilized to detect the bearing fault size...