Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive

Abstract Currently, asynchronous cage motors are among the most commonly requested machines accentuated by their extension to the field of electric vehicles. Therefore, the development of robust and sophisticated controls for this machine is of significant interest. Artificial intelligence control t...

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Autores principales:	Soukaina El Daoudi, Loubna Lazrak
Formato:	article
Lenguaje:	EN
Publicado:	SpringerOpen 2021
Materias:	Asynchronous motor Direct torque control Fuzzy logic control Model Reference Adaptive System Sliding mode control Sliding mode observer Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841
Acceso en línea:	https://doaj.org/article/d7d7596238af4cba91fed6c5971e6721
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spelling	oai:doaj.org-article:d7d7596238af4cba91fed6c5971e67212021-11-21T12:40:09ZComparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive10.1186/s41601-021-00216-92367-26172367-0983https://doaj.org/article/d7d7596238af4cba91fed6c5971e67212021-11-01T00:00:00Zhttps://doi.org/10.1186/s41601-021-00216-9https://doaj.org/toc/2367-2617https://doaj.org/toc/2367-0983Abstract Currently, asynchronous cage motors are among the most commonly requested machines accentuated by their extension to the field of electric vehicles. Therefore, the development of robust and sophisticated controls for this machine is of significant interest. Artificial intelligence control techniques, such as fuzzy logic, are at the forefront of recent research. However, their design becomes much more complicated for a motor via a multilevel inverter. The main purpose of this paper is to show that it is possible to achieve fuzzy logic control of a squirrel cage asynchronous motor supplied via the usual two-level inverter. This is achieved, by adopting a DTC strategy based on a sinusoidal PWM with multilevel inverter. It employs a feedback information estimator with dual structure between the sliding mode observer at low speed and the model reference adaptive system in sliding mode at high speed. For both installations, speed is regulated using a sliding mode controller.Soukaina El DaoudiLoubna LazrakSpringerOpenarticleAsynchronous motorDirect torque controlFuzzy logic controlModel Reference Adaptive SystemSliding mode controlSliding mode observerDistribution or transmission of electric powerTK3001-3521Production of electric energy or power. Powerplants. Central stationsTK1001-1841ENProtection and Control of Modern Power Systems, Vol 6, Iss 1, Pp 1-13 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Asynchronous motor Direct torque control Fuzzy logic control Model Reference Adaptive System Sliding mode control Sliding mode observer Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841
spellingShingle	Asynchronous motor Direct torque control Fuzzy logic control Model Reference Adaptive System Sliding mode control Sliding mode observer Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841 Soukaina El Daoudi Loubna Lazrak Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
description	Abstract Currently, asynchronous cage motors are among the most commonly requested machines accentuated by their extension to the field of electric vehicles. Therefore, the development of robust and sophisticated controls for this machine is of significant interest. Artificial intelligence control techniques, such as fuzzy logic, are at the forefront of recent research. However, their design becomes much more complicated for a motor via a multilevel inverter. The main purpose of this paper is to show that it is possible to achieve fuzzy logic control of a squirrel cage asynchronous motor supplied via the usual two-level inverter. This is achieved, by adopting a DTC strategy based on a sinusoidal PWM with multilevel inverter. It employs a feedback information estimator with dual structure between the sliding mode observer at low speed and the model reference adaptive system in sliding mode at high speed. For both installations, speed is regulated using a sliding mode controller.
format	article
author	Soukaina El Daoudi Loubna Lazrak
author_facet	Soukaina El Daoudi Loubna Lazrak
author_sort	Soukaina El Daoudi
title	Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
title_short	Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
title_full	Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
title_fullStr	Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
title_full_unstemmed	Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive
title_sort	comparison between pi-dtc-spwm and fuzzy logic for a sensorless asynchronous motor drive
publisher	SpringerOpen
publishDate	2021
url	https://doaj.org/article/d7d7596238af4cba91fed6c5971e6721
work_keys_str_mv	AT soukainaeldaoudi comparisonbetweenpidtcspwmandfuzzylogicforasensorlessasynchronousmotordrive AT loubnalazrak comparisonbetweenpidtcspwmandfuzzylogicforasensorlessasynchronousmotordrive
_version_	1718418917898059776

Comparison between PI-DTC-SPWM and fuzzy logic for a sensorless asynchronous motor drive

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