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Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics

Multiphase machines have recently been promoted as a viable alternative to traditional three-phase machines. Most experts are looking for strategies to estimate the rotation speed of such complex systems, since speed data are required for high-performance control purposes. Traditionally, electromech...

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Autores principales: Laadjal, Khaled, Bento, Fernando, Antunes, Hugo R. P., Sahraoui, Mohamed, Cardoso, Antonio J. Marques
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656993/
https://www.ncbi.nlm.nih.gov/pubmed/36365855
http://dx.doi.org/10.3390/s22218157
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author Laadjal, Khaled
Bento, Fernando
Antunes, Hugo R. P.
Sahraoui, Mohamed
Cardoso, Antonio J. Marques
author_facet Laadjal, Khaled
Bento, Fernando
Antunes, Hugo R. P.
Sahraoui, Mohamed
Cardoso, Antonio J. Marques
author_sort Laadjal, Khaled
collection PubMed
description Multiphase machines have recently been promoted as a viable alternative to traditional three-phase machines. Most experts are looking for strategies to estimate the rotation speed of such complex systems, since speed data are required for high-performance control purposes. Traditionally, electromechanical sensors were used to detect the rotor speed of electric motors. These devices are extremely accurate, but they are also delicate and costly to deploy. New speed estimating algorithms must be created for these situations. This paper looks at how to estimate rotor speed in symmetrical six-phase induction motors (IMs) using a novel strategy for rotor speed estimation based on the Short Time Fourier Transform (STFT) method. The technique is based on tracking the frequencies of the rotor slot harmonics (RSH) seen in most squirrel-cage IM stator currents, thus assuring a broad range of applications. To monitor the RSH, the STFT employs a sliding window to perform the discrete Fourier transform technique, making it more suitable for online use with noisy and nonstationary signals. Experimental tests demonstrate the effectiveness of the suggested approach.
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spelling pubmed-96569932022-11-15 Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics Laadjal, Khaled Bento, Fernando Antunes, Hugo R. P. Sahraoui, Mohamed Cardoso, Antonio J. Marques Sensors (Basel) Article Multiphase machines have recently been promoted as a viable alternative to traditional three-phase machines. Most experts are looking for strategies to estimate the rotation speed of such complex systems, since speed data are required for high-performance control purposes. Traditionally, electromechanical sensors were used to detect the rotor speed of electric motors. These devices are extremely accurate, but they are also delicate and costly to deploy. New speed estimating algorithms must be created for these situations. This paper looks at how to estimate rotor speed in symmetrical six-phase induction motors (IMs) using a novel strategy for rotor speed estimation based on the Short Time Fourier Transform (STFT) method. The technique is based on tracking the frequencies of the rotor slot harmonics (RSH) seen in most squirrel-cage IM stator currents, thus assuring a broad range of applications. To monitor the RSH, the STFT employs a sliding window to perform the discrete Fourier transform technique, making it more suitable for online use with noisy and nonstationary signals. Experimental tests demonstrate the effectiveness of the suggested approach. MDPI 2022-10-25 /pmc/articles/PMC9656993/ /pubmed/36365855 http://dx.doi.org/10.3390/s22218157 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Laadjal, Khaled
Bento, Fernando
Antunes, Hugo R. P.
Sahraoui, Mohamed
Cardoso, Antonio J. Marques
Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title_full Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title_fullStr Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title_full_unstemmed Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title_short Speed Estimation of Six-Phase Induction Motors, Using the Rotor Slot Harmonics
title_sort speed estimation of six-phase induction motors, using the rotor slot harmonics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656993/
https://www.ncbi.nlm.nih.gov/pubmed/36365855
http://dx.doi.org/10.3390/s22218157
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