Articles liés à STATOR AND BEARING FAULTS DIAGNOSIS OF INDUCTION MOTOR

STATOR AND BEARING FAULTS DIAGNOSIS OF INDUCTION MOTOR - Couverture souple

Yadav, OM Prakash

 
9789999329750: STATOR AND BEARING FAULTS DIAGNOSIS OF INDUCTION MOTOR
Couverture souple
ISBN 10 : 9999329756 ISBN 13 : 9789999329750
Editeur : Eliva Press, 2025

Synopsis

This research presents an intelligent and automated diagnostic framework for early detection of stator and bearing faults in three-phase induction motors (IMs), which are vital components in industrial, commercial, and residential systems. Combining experimental data with advanced AI techniques like fuzzy logic, neural networks, and support vector machines, the study develops high-accuracy models for stator fault classification. For bearing fault diagnosis, a multi-stage methodology is introduced using statistical time-domain features, KPCA-SVM classifiers, and a novel Adaptive Modified Morlet Wavelet (AMMW) transform. The proposed techniques demonstrate excellent performance even in noisy conditions, offering a highly reliable solution for real-time IM fault monitoring and predictive maintenance.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Eliva Press
Date d'édition
2025
Langue
anglais
ISBN 10 
9999329756
ISBN 13 
9789999329750
Reliure
Broché
Nombre de pages
208
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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