Wavelet kernel and convolution neural network based accurate detection of incipient stator and rotor faults of induction motor

Abstract Early detection of incipient faults in three-phase induction motors is crucial to enhance system reliability and to minimize unplanned operational interruptions in industrial environments. Traditional diagnostic techniques often struggle to detect incipient faults, especially under fluctuat...

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Bibliographic Details

Published in:	Journal of Electrical Systems and Information Technology
Main Authors:	Sudeep Samanta, Jitendra Nath Bera, Amitava Biswas
Format:	Article
Language:	English
Published:	SpringerOpen 2025-08-01
Subjects:	Three phase induction motor Fault diagnosis Stator inter turn fault Broken rotor bar fault Deep learning Wavelet kernel
Online Access:	https://doi.org/10.1186/s43067-025-00244-7