A Filter-Based Feature-Engineering-Assisted SVC Fault Classification for SCIM at Minor-Load Conditions

A Filter-Based Feature-Engineering-Assisted SVC Fault Classification for SCIM at Minor-Load Conditions

In most manufacturing industries, squirrel cage induction motors (SCIMs) are essential due to their robust nature, high torque generation, and low maintenance costs, so their failure often times affects productivity, profitability, reliability, etc. While various research studies presented technique...

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Bibliographic Details
Main Authors: Chibuzo Nwabufo Okwuosa, Jang-wook Hur
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
machine learning
squirrel cage induction motor
fault diagnosis
Hilbert transform
feature engineering
support vector classifier
Online Access:https://www.mdpi.com/1996-1073/15/20/7597

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https://www.mdpi.com/1996-1073/15/20/7597

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