Intelligent Fault Diagnosis for Rotating Mechanical Systems: An Improved Multiscale Fuzzy Entropy and Support Vector Machine Algorithm

Intelligent Fault Diagnosis for Rotating Mechanical Systems: An Improved Multiscale Fuzzy Entropy and Support Vector Machine Algorithm

Rotating mechanical systems (RMSs) are widely applied in various industrial fields. Intelligent fault diagnosis technology plays a significant role in improving the reliability and safety of industrial equipment. A new algorithm based on improved multiscale fuzzy entropy and support vector machine (...

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Bibliographic Details
Main Authors: Yuxin Pan, Yinsheng Chen, Xihong Fei, Kang Wang, Tian Fang, Jing Wang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Algorithms
Subjects:
rotating mechanical systems (RMS)
intelligent fault diagnosis
empirical mode decomposition (EMD)
multiscale fuzzy entropy (MFE)
support vector machine (SVM)
Online Access:https://www.mdpi.com/1999-4893/17/12/588
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