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Improved control configuration of PWM rectifiers based on neuro-fuzzy controller
It is well-known that rectifiers are used widely in many applications required AC/DC transformation. With technological advances, many studies are performed for AC/DC converters and many control methods are proposed in order to improve the performance of these rectifiers in recent years. Pulse width...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4954802/ https://www.ncbi.nlm.nih.gov/pubmed/27504240 http://dx.doi.org/10.1186/s40064-016-2781-5 |
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author | Acikgoz, Hakan Kececioglu, O. Fatih Gani, Ahmet Yildiz, Ceyhun Sekkeli, Mustafa |
author_facet | Acikgoz, Hakan Kececioglu, O. Fatih Gani, Ahmet Yildiz, Ceyhun Sekkeli, Mustafa |
author_sort | Acikgoz, Hakan |
collection | PubMed |
description | It is well-known that rectifiers are used widely in many applications required AC/DC transformation. With technological advances, many studies are performed for AC/DC converters and many control methods are proposed in order to improve the performance of these rectifiers in recent years. Pulse width modulation (PWM) based rectifiers are one of the most popular rectifier types. PWM rectifiers have lower input current harmonics and higher power factor compared to classical diode and thyristor rectifiers. In this study, neuro-fuzzy controller (NFC) which has robust, nonlinear structure and do not require the mathematical model of the system to be controlled has been proposed for PWM rectifiers. Three NFCs are used in control scheme of proposed PWM rectifier in order to control the dq-axis currents and DC voltage of PWM rectifier. Moreover, simulation studies are carried out to demonstrate the performance of the proposed control scheme at MATLAB/Simulink environment in terms of rise time, settling time, overshoot, power factor, total harmonic distortion and power quality. |
format | Online Article Text |
id | pubmed-4954802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-49548022016-08-08 Improved control configuration of PWM rectifiers based on neuro-fuzzy controller Acikgoz, Hakan Kececioglu, O. Fatih Gani, Ahmet Yildiz, Ceyhun Sekkeli, Mustafa Springerplus Research It is well-known that rectifiers are used widely in many applications required AC/DC transformation. With technological advances, many studies are performed for AC/DC converters and many control methods are proposed in order to improve the performance of these rectifiers in recent years. Pulse width modulation (PWM) based rectifiers are one of the most popular rectifier types. PWM rectifiers have lower input current harmonics and higher power factor compared to classical diode and thyristor rectifiers. In this study, neuro-fuzzy controller (NFC) which has robust, nonlinear structure and do not require the mathematical model of the system to be controlled has been proposed for PWM rectifiers. Three NFCs are used in control scheme of proposed PWM rectifier in order to control the dq-axis currents and DC voltage of PWM rectifier. Moreover, simulation studies are carried out to demonstrate the performance of the proposed control scheme at MATLAB/Simulink environment in terms of rise time, settling time, overshoot, power factor, total harmonic distortion and power quality. Springer International Publishing 2016-07-21 /pmc/articles/PMC4954802/ /pubmed/27504240 http://dx.doi.org/10.1186/s40064-016-2781-5 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Acikgoz, Hakan Kececioglu, O. Fatih Gani, Ahmet Yildiz, Ceyhun Sekkeli, Mustafa Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title | Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title_full | Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title_fullStr | Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title_full_unstemmed | Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title_short | Improved control configuration of PWM rectifiers based on neuro-fuzzy controller |
title_sort | improved control configuration of pwm rectifiers based on neuro-fuzzy controller |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4954802/ https://www.ncbi.nlm.nih.gov/pubmed/27504240 http://dx.doi.org/10.1186/s40064-016-2781-5 |
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