AI-driven thermography-based fault diagnosis in single-phase induction motor

AI-driven thermography-based fault diagnosis in single-phase induction motor

Single-phase induction motors (SIMs) are commonly used in industrial applications. The extensive industrial usage of SIMs requires proper maintenance and fault detection. Among various faults, the most common mechanical faults in SIMs are bearing faults. Thus, detecting these faults during motor ope...

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Bibliographic Details
Main Authors: Muhammad Atif, Shoaib Azmat, Faisal Khan, Fahad R. Albogamy, Adam Khan
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Thermal images
Bearing faults
Single phase induction motor
Fault diagnosis
Machine learning
CNN
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024017456

Internet

http://www.sciencedirect.com/science/article/pii/S2590123024017456

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