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Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks

In view of the limitations of existing rotating machine fault diagnosis methods in single-scale signal analysis, a fault diagnosis method based on multi-scale permutation entropy (MPE) and multi-channel fusion convolutional neural networks (MCFCNN) is proposed. First, MPE quantitatively analyzes the...

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Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Li, Hongmei, Huang, Jinying, Yang, Xiwang, Luo, Jia, Zhang, Lidong, Pang, Yu
Format: Artigo
Language:Inglês
Published: MDPI 2020
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517452/
https://ncbi.nlm.nih.gov/pubmed/33286622
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22080851
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