... 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...