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Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index

Fault Tolerant Control (FTC) systems are crucial in industry to ensure safe and reliable operation, especially of motor drives. This paper proposes the use of multiple controllers for a FTC system of an induction motor drive, selected based on a switching mechanism. The system switches between senso...

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Autores principales: Gaeid, Khalaf Salloum, Ping, Hew Wooi, Khalid, Mustafa, Masaoud, Ammar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355397/
https://www.ncbi.nlm.nih.gov/pubmed/22666016
http://dx.doi.org/10.3390/s120404031
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author Gaeid, Khalaf Salloum
Ping, Hew Wooi
Khalid, Mustafa
Masaoud, Ammar
author_facet Gaeid, Khalaf Salloum
Ping, Hew Wooi
Khalid, Mustafa
Masaoud, Ammar
author_sort Gaeid, Khalaf Salloum
collection PubMed
description Fault Tolerant Control (FTC) systems are crucial in industry to ensure safe and reliable operation, especially of motor drives. This paper proposes the use of multiple controllers for a FTC system of an induction motor drive, selected based on a switching mechanism. The system switches between sensor vector control, sensorless vector control, closed-loop voltage by frequency (V/f) control and open loop V/f control. Vector control offers high performance, while V/f is a simple, low cost strategy with high speed and satisfactory performance. The faults dealt with are speed sensor failures, stator winding open circuits, shorts and minimum voltage faults. In the event of compound faults, a protection unit halts motor operation. The faults are detected using a wavelet index. For the sensorless vector control, a novel Boosted Model Reference Adaptive System (BMRAS) to estimate the motor speed is presented, which reduces tuning time. Both simulation results and experimental results with an induction motor drive show the scheme to be a fast and effective one for fault detection, while the control methods transition smoothly and ensure the effectiveness of the FTC system. The system is also shown to be flexible, reverting rapidly back to the dominant controller if the motor returns to a healthy state.
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spelling pubmed-33553972012-06-04 Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index Gaeid, Khalaf Salloum Ping, Hew Wooi Khalid, Mustafa Masaoud, Ammar Sensors (Basel) Article Fault Tolerant Control (FTC) systems are crucial in industry to ensure safe and reliable operation, especially of motor drives. This paper proposes the use of multiple controllers for a FTC system of an induction motor drive, selected based on a switching mechanism. The system switches between sensor vector control, sensorless vector control, closed-loop voltage by frequency (V/f) control and open loop V/f control. Vector control offers high performance, while V/f is a simple, low cost strategy with high speed and satisfactory performance. The faults dealt with are speed sensor failures, stator winding open circuits, shorts and minimum voltage faults. In the event of compound faults, a protection unit halts motor operation. The faults are detected using a wavelet index. For the sensorless vector control, a novel Boosted Model Reference Adaptive System (BMRAS) to estimate the motor speed is presented, which reduces tuning time. Both simulation results and experimental results with an induction motor drive show the scheme to be a fast and effective one for fault detection, while the control methods transition smoothly and ensure the effectiveness of the FTC system. The system is also shown to be flexible, reverting rapidly back to the dominant controller if the motor returns to a healthy state. Molecular Diversity Preservation International (MDPI) 2012-03-27 /pmc/articles/PMC3355397/ /pubmed/22666016 http://dx.doi.org/10.3390/s120404031 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Gaeid, Khalaf Salloum
Ping, Hew Wooi
Khalid, Mustafa
Masaoud, Ammar
Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title_full Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title_fullStr Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title_full_unstemmed Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title_short Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet Index
title_sort sensor and sensorless fault tolerant control for induction motors using a wavelet index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355397/
https://www.ncbi.nlm.nih.gov/pubmed/22666016
http://dx.doi.org/10.3390/s120404031
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