ANN-Based Pattern Recognition for Induction Motor Broken Rotor Bar Monitoring under Supply Frequency Regulation

ANN-Based Pattern Recognition for Induction Motor Broken Rotor Bar Monitoring under Supply Frequency Regulation

The requisite of direct-on-line (DOL) starting for various applications in underground mines subjects the rotor bars of heavy-duty squirrel cage induction motors (SCIMs) to severe stresses, resulting in sustained fault in the rotor bars, unlike the applications where mostly reduced voltage starting...

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Bibliographic Details
Main Authors: Ashish Kumar Sinha, Ananda Shankar Hati, Mohamed Benbouzid, Prasun Chakrabarti
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Machines
Subjects:
condition monitoring
discrete wavelet transforms
multi-resolution analysis
broken rotor bar
induction motor
frequency regulation
Online Access:https://www.mdpi.com/2075-1702/9/5/87

Internet

https://www.mdpi.com/2075-1702/9/5/87

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