Fuzzy-Based Statistical Feature Extraction for Detecting Broken Rotor Bars in Line-Fed and Inverter-Fed Induction Motors

Fuzzy-Based Statistical Feature Extraction for Detecting Broken Rotor Bars in Line-Fed and Inverter-Fed Induction Motors

This paper presents the use of a fuzzy-based statistical feature extraction from the air gap disturbances for diagnosing broken rotor bars in large induction motors fed by line or an inverter. The method is based on the analysis of the magnetic flux density variation in a Hall Effect Sensor, install...

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Bibliographic Details
Main Authors: Cleber Gustavo Dias, Luiz Carlos da Silva, Ivan Eduardo Chabu
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
broken rotor bars
induction motor
fuzzy logic
support vector machine
hall sensor
Online Access:https://www.mdpi.com/1996-1073/12/12/2381

Internet

https://www.mdpi.com/1996-1073/12/12/2381

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