Bearing fault diagnosis employing Gabor and augmented architecture of convolutional neural network

The vast impact on machinery that is rooted by bearing degradation thus pinpointing bearing fault diagnosis as indubitably very crucial. The research is innovated to diagnose the fault in bearing by implementing deep learning approach which is Convolutional Neural Network (CNN) that has superiority...

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Bibliographic Details
Main Authors: N. Fathiah Waziralilah, Aminudin Abu, M. H. Lim, Lee Kee Quen, Ahmed Elfakarany
Format: Article
Language:English
Published: Universiti Malaysia Pahang Publishing 2019-09-01
Series:Journal of Mechanical Engineering and Sciences
Subjects:
Online Access:https://journal.ump.edu.my/jmes/article/view/708