A New Fuzzy Logic Classifier Based on Multiscale Permutation Entropy and Its Application in Bearing Fault Diagnosis

A New Fuzzy Logic Classifier Based on Multiscale Permutation Entropy and Its Application in Bearing Fault Diagnosis

The self-organizing fuzzy (SOF) logic classifier is an efficient and non-parametric classifier. Its classification process is divided into an offline training stage, an online training stage, and a testing stage. Representative samples of different categories are obtained through the first two stage...

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Bibliographic Details
Main Authors: Wenhua Du, Xiaoming Guo, Zhijian Wang, Junyuan Wang, Mingrang Yu, Chuanjiang Li, Guanjun Wang, Longjuan Wang, Huaichao Guo, Jinjie Zhou, Yanjun Shao, Huiling Xue, Xingyan Yao
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Entropy
Subjects:
fault diagnosis
hmdsof
harmonic mean difference
mpe
lda
Online Access:https://www.mdpi.com/1099-4300/22/1/27

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