Convolutional Neural Network-Based Inter-Turn Fault Diagnosis in LSPMSMs

Convolutional Neural Network-Based Inter-Turn Fault Diagnosis in LSPMSMs

Stator inter-turn fault diagnosis system for electric motors is of a considerable concern due to its significant effect on industrial production. In this paper, a new method for detecting the inter-turn fault and quantifying its severity in the line start permanent magnet synchronous motor (LSMPSM)...

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Bibliographic Details
Main Authors: Luqman S. Maraaba, Abdulaziz S. Milhem, Ibrahim A. Nemer, Hussain Al-Duwaish, M. A. Abido
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
diagnosis
fault detection
inter-turn fault
LSPMSM
Online Access:https://ieeexplore.ieee.org/document/9079811/

Internet

https://ieeexplore.ieee.org/document/9079811/

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