Development of a detection and classification method for induction motor faults using Motor Current Signature Analysis and Feedforward Neural Network / Felicity Bulan Leo Uchat

• Main Author: Leo Uchat, Felicity Bulan
• Format: Thesis
• Language: English
• Published: 2016
• Subjects: Neural networks (Computer science); Electric power distribution. Electric power transmission; Wide area networks
• Online Access: http://ir.uitm.edu.my/id/eprint/14493/1/TD_FELICITY%20BULAN%20LEO%20UCHAT%20EE%2016_5.pdf; http://ir.uitm.edu.my/id/eprint/14493/

In this thesis, a predictive maintenance method for the development of adetection and classification method for comprehensive fault conditions in induction motors (IM) is proposed. Induction motors are taken into account because they are commonly utilized in industrial and commercial plants worldwid...