Cross-Domain Intelligent Fault Diagnosis Method of Rotating Machinery Using Multi-Scale Transfer Fuzzy Entropy

Cross-Domain Intelligent Fault Diagnosis Method of Rotating Machinery Using Multi-Scale Transfer Fuzzy Entropy

A novel rotating machine fault diagnosis method based on multi-scale transfer fuzzy entropy (MTFE) and support vector machine (SVM) is proposed in this paper. Compared with traditional machine learning methods, our proposed method can identify various fault types of rotating machinery with different...

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Bibliographic Details
Main Authors: Zheng Dangdang, Bing Han, Geng Liu, Yongbo Li, Huangchao Yu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Cross-domain fault diagnosis
rotating machinery
transfer learning
fuzzy entropy
Online Access:https://ieeexplore.ieee.org/document/9369369/

Internet

https://ieeexplore.ieee.org/document/9369369/

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