Bearing Fault Diagnosis With Envelope Analysis and Machine Learning Approaches Using CWRU Dataset
Author:
Affiliation:
1. Department of Computer Science, University of Oviedo, Oviedo, Spain
2. Department of Electronics and Mechatronics, Facultad de Ingeniería y Ciencias Básicas Ciencias, Fundación Universitaria Los Libertadores, Bogotá, Colombia
Funder
Los Libertadores University Foundation through the ING-21-22 Project, in collaboration with the Computer Science Department of the University of Oviedo
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/10005208/10145440.pdf?arnumber=10145440
Reference49 articles.
1. Artificial intelligence for fault diagnosis of rotating machinery: A review
2. Rolling element bearing defect detection using the generalized synchrosqueezing transform guided by time-frequency ridge enhancement;li;ISA Trans,2016
3. Feature extraction of ball bearings in time-space and estimation of fault size with method of ANN;kaplan;Proc 16th Mechatronika,2014
4. Deep Learning Algorithms for Bearing Fault Diagnostics—A Comprehensive Review
5. Roller bearing acoustic signature extraction by wavelet packet transform, applications in fault detection and size estimation
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