Rolling Element Bearing Faults Detection and Classification Technique Using Vibration Signals

Rolling Element Bearing Faults Detection and Classification Technique Using Vibration Signals

Early and accurate detection of bearing faults is essential for the safe and reliable working of industrial machinery units. The main problem of the traditional fault diagnosis method is manually extracting the features which require the experimenter’s experience and expert knowledge. Therefore, the...

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Bibliographic Details
Main Authors: Mohammad Mohiuddin, Md. Saiful Islam
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Engineering Proceedings
Subjects:
bearing fault
DWT
vibration signals
gray image
convolutional neural network
Online Access:https://www.mdpi.com/2673-4591/27/1/53

Internet

https://www.mdpi.com/2673-4591/27/1/53

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