Digital-Twin-Based Diagnosis and Tolerant Control of T-Type Three-Level Rectifiers

Digital-Twin-Based Diagnosis and Tolerant Control of T-Type Three-Level Rectifiers

<p dir="ltr">This article proposes a digital twin (DT)-based diagnosis and fault-tolerant control for T-type three-level rectifiers. To develop the DT, a dense deep neural network (DNN) machine learning approach is used. The DT is trained offline using a set of experimental data and...

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Bibliographic Details
Main Author: Ali Sharida (17947847) (author)
Other Authors: Naheel Faisal Kamal (17983783) (author), Hussein Alnuweiri (17984116) (author), Sertac Bayhan (16388511) (author), Haitham Abu-Rub (16855500) (author)
Published: 2023
Subjects:
Engineering
Control engineering, mechatronics and robotics
Electrical engineering
Electronics, sensors and digital hardware
Manufacturing engineering
Sensors
Voltage measurement
Fault tolerant systems
Voltage control
Digital twins
Switches
Reliability
Sensorless control
open-switch fault detection
sensor fault detection
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