A novel hybrid method for fault diagnosis of two rolling bearings mounted on the same shaft

A novel hybrid method for fault diagnosis of two rolling bearings mounted on the same shaft

The mechanical system reliability depends on efficiency incipient fault detection of rolling bearings. Traditionally, fault detection based on signal processing methods from accelerometers, which are mounted on the housing. In contrast, accelerations of the rotating shaft are more sensitive to incip...

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Bibliographic Details
Main Authors: Olga Ibryaeva, Vladimir Sinitsin, Valeria Sakovskaya, Victoria Eremeeva
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Measurement: Sensors
Subjects:
Rolling bearing
Fault detection
Angular acceleration
Wireless acceleration sensor
CNN
MLP
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917421001732

Internet

http://www.sciencedirect.com/science/article/pii/S2665917421001732

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