Induction motor broken bar detection using vibration signal analysis, principal component analysis and linear discriminant analysis

Abstract

This paper presents procedure for broken rotor bar detection in induction motor based on vibration analysis. Feature set is dimensionally reduced using principal component analysis, and data classification is performed using linear discriminant analysis, technique which is not often used for classification in fault detection. © 2012 IEEE.