Diagnosis of Multiple Open-Circuit Faults in Three-Phase Induction Machine Drive Systems Based on Bidirectional Long Short-Term Memory Algorithm

Diagnosis of Multiple Open-Circuit Faults in Three-Phase Induction Machine Drive Systems Based on Bidirectional Long Short-Term Memory Algorithm

Availability and continuous operation under critical conditions are very important in electric machine drive systems. Such systems may suffer from several types of failures that affect the electric machine or the associated voltage source inverter. Therefore, fault diagnosis and fault tolerance are...

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Bibliographic Details
Main Authors: Badii Gmati, Amine Ben Rhouma, Houda Meddeb, Sejir Khojet El Khil
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:World Electric Vehicle Journal
Subjects:
open-circuit fault
induction motor
sigmoid function
bidirectional long short-term memory
deep learning
Online Access:https://www.mdpi.com/2032-6653/15/2/53

Internet

https://www.mdpi.com/2032-6653/15/2/53

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