Vibration-Based Detection of Bearing Damages in a Planetary Gearbox Using Convolutional Neural Networks

Vibration-Based Detection of Bearing Damages in a Planetary Gearbox Using Convolutional Neural Networks

Tapered roller bearings are used partly in very rough and highly stressful environmental conditions. Therefore, the need for condition monitoring is increasing. This study is intended to provide an approach for monitoring bearings in a two-stage planetary gearbox based on vibration analysis. In tota...

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Bibliographic Details
Main Authors: Julia Scholtyssek, Luka Josephine Bislich, Felix Cordes, Karl-Ludwig Krieger
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
planetary gear
bearing damage
vibration analysis
CNN
classification
Online Access:https://www.mdpi.com/2076-3417/13/14/8239

Internet

https://www.mdpi.com/2076-3417/13/14/8239

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