Detection of partial rotor bar rupture of a cage induction motor using least square support vector machine approach

Detection of partial rotor bar rupture of a cage induction motor using least square support vector machine approach

This work attempts to clarify the potentials of Least Squares Support Vector Machine (LS-SVM) for detection partial rupture rotor bar of the squirrel cage asynchronous machine. The stator current spectral analysis based on FFT method is applied in order to extract the fault frequencies related to pa...

Full description

Bibliographic Details
Main Authors: Birame M'hamed, Bessedik Sid Ahmed, Benkhoris Mohamed Fouad
Format: Article
Language:English
Published: Polskie Towarzystwo Diagnostyki Technicznej 2021-02-01
Series:Diagnostyka
Subjects:
spectral analysis
partial rupture rotor bar
(fault diagnosis
least square support vector machine (ls-svm))
Online Access:http://www.diagnostyka.net.pl/Detection-of-partial-rotor-bar-rupture-of-a-cage-induction-motor-using-least-square,133039,0,2.html

Internet

http://www.diagnostyka.net.pl/Detection-of-partial-rotor-bar-rupture-of-a-cage-induction-motor-using-least-square,133039,0,2.html

Similar Items