Establish Induction Motor Fault Diagnosis System Based on Feature Selection Approaches with MRA

Establish Induction Motor Fault Diagnosis System Based on Feature Selection Approaches with MRA

This paper proposes a feature selection (FS) approach, namely, correlation and fitness value-based feature selection (CFFS). CFFS is an improvement feature selection approach of correlation-based feature selection (CFS) for the common failure cases of the induction motor. CFFS establishes the induct...

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Bibliographic Details
Main Authors: Chun-Yao Lee, Meng-Syun Wen
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Processes
Subjects:
fault detection
feature selection
multiresolution analysis
correlation-based feature selection
correlation and fitness value-based feature selection
artificial neural network
Online Access:https://www.mdpi.com/2227-9717/8/9/1055

Internet

https://www.mdpi.com/2227-9717/8/9/1055

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