Modified Local Linear Embedding Algorithm for Rolling Element Bearing Fault Diagnosis

Modified Local Linear Embedding Algorithm for Rolling Element Bearing Fault Diagnosis

Due to the noise accompanied with rolling element bearing fault signal, it can reduce the accuracy of faulty diagnoses. In order to improve the robustness of a faulty diagnosis, this study proposed a fault diagnosis model based on modified local linear embedding (M-LLE) algorithm. Aiming at the char...

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Bibliographic Details
Main Authors: Beibei Yao, Jia Su, Lifeng Wu, Yong Guan
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Applied Sciences
Subjects:
fault diagnosis
rolling element bearing
MD
L1-norm
LLE algorithm
Online Access:https://www.mdpi.com/2076-3417/7/11/1178

Internet

https://www.mdpi.com/2076-3417/7/11/1178

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