Vibration-Based Bearing Fault Detection and Diagnosis via Image Recognition Technique Under Constant and Variable Speed Conditions

Vibration-Based Bearing Fault Detection and Diagnosis via Image Recognition Technique Under Constant and Variable Speed Conditions

This paper addresses the application of an image recognition technique for the detection and diagnosis of ball bearing faults in rotating electrical machines (REMs). The conventional bearing fault detection and diagnosis (BFDD) methods rely on extracting different features from either waveforms or s...

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Bibliographic Details
Main Authors: Moussa Hamadache, Dongik Lee, Emiliano Mucchi, Giorgio Dalpiaz
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Applied Sciences
Subjects:
bearing fault detection and diagnosis (BFDD)
vibration signal
probability plot (ProbPlot)
image recognition
absolute value principal component analysis (AVPCA)
Online Access:http://www.mdpi.com/2076-3417/8/8/1392

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http://www.mdpi.com/2076-3417/8/8/1392

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