Nonlinear Extended-state ARX-Laguerre PI Observer Fault Diagnosis of Bearings

Nonlinear Extended-state ARX-Laguerre PI Observer Fault Diagnosis of Bearings

This paper proposes an extended-state ARX-Laguerre proportional integral observer (PIO) for fault detection and diagnosis (FDD) in bearings. The proposed FDD technique improves fault estimation using a nonlinear function while generating a robust residual signal using the sliding mode technique, whi...

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Bibliographic Details
Main Authors: Farzin Piltan, Jong-Myon Kim
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Applied Sciences
Subjects:
fault diagnosis
extended-state observation technique
proportional integral observer
ARX-Laguerre algorithm
bearings
sliding mode algorithm
Online Access:http://www.mdpi.com/2076-3417/9/5/888

Internet

http://www.mdpi.com/2076-3417/9/5/888

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