Fault-Tolerant Closed-Loop Controller Using Online Fault Detection by Neural Networks

Fault-Tolerant Closed-Loop Controller Using Online Fault Detection by Neural Networks

This paper presents an online model-free sensor fault-tolerant control scheme capable of tolerating the most common faults affecting an induction motor. This approach involves using neural networks for fault detection to provide the controller with sufficient information to counteract adverse conseq...

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Bibliographic Details
Main Authors: Alma Y. Alanis, Jesus G. Alvarez, Oscar D. Sanchez, Hannia M. Hernandez, Arturo Valdivia-G
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Machines
Subjects:
deep neural network
fault-tolerant control
fault detection and isolation
induction motor
data streams
Online Access:https://www.mdpi.com/2075-1702/12/12/844
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