Fault Diagnosis System for Induction Motors by CNN Using Empirical Wavelet Transform

Detecting the faults related to the operating condition of induction motors is a very important task for avoiding system failure. In this paper, a novel methodology is demonstrated to detect the working condition of a three-phase induction motor and classify it as a faulty or healthy motor. The elec...

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Bibliographic Details
Main Authors: Yu-Min Hsueh, Veeresh Ramesh Ittangihal, Wei-Bin Wu, Hong-Chan Chang, Cheng-Chien Kuo
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/10/1212