Early Fault Diagnosis in Electrical Motors using AI Techniques
The main focus is to exhibit a reliable mechanism for early fault detection and diagnosis so that necessary steps can be taken . According to the different survey carried out, different types of fault are revealed under different conditions. Different techniques have been implemented to find out diagnosis of faulty machines which include their bearing faults, broken rotor bars, air gap eccentricity and stator winding inter turn faults .The purpose of the work is to obtain an effective fault diagnosis method using machine learning and advanced signal processing techniques.
Keywords - Faults, Induction Motor, Diagnosis, Image Processing, Signal Processing.