Fault Diagnosis of Rolling Bearing Using Multiscale Amplitude-Aware Permutation Entropy and Random Forest

Fault Diagnosis of Rolling Bearing Using Multiscale Amplitude-Aware Permutation Entropy and Random Forest

A rolling bearing is an important connecting part between rotating machines. It is susceptible to mechanical stress and wear, which affect the running state of bearings. In order to effectively identify the fault types and analyze the fault severity of rolling bearings, a rolling bearing fault diagn...

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Bibliographic Details
Main Authors: Yinsheng Chen, Tinghao Zhang, Wenjie Zhao, Zhongming Luo, Kun Sun
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Algorithms
Subjects:
rolling bearings
fault diagnosis
multiscale entropy
amplitude-aware permutation entropy
random forest
Online Access:https://www.mdpi.com/1999-4893/12/9/184

Internet

https://www.mdpi.com/1999-4893/12/9/184

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