Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG

Detalhes bibliográficos
Autor(a) principal: Dias, Samuel Vieira
Data de Publicação: 2016
Outros Autores: Silva, Wellington Assunção da, Fernandes Neto, Tobias Rafael, Reis, Laurinda Lúcia Nogueira dos, Torrico, Bismark Claure
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/68336
Resumo: In order to make wind power generation truly cost-effective and reliable, an advanced control technique must be used. This paper presents the development of a control strategy based on the rotor current loop using the Generalized Predictive Control (GPC) approach applied to a Doubly-Fed Induction Generator (DFIG)-based wind turbine. The controller is designed to minimize oscillations in the generator electromagnetic torque by filtering the control signal. Besides, a new methodology for tuning the controller is proposed based on a single parameter that allows good tradeoffs among noise attenuation of the control signal, disturbance rejection, and system robustness during operation. Simulation results are shown and discussed to demonstrate the merit of the proposal, as the performance and robustness of the algorithm are evaluated when applied to a DFIG-based wind energy conversion system (WECS).
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spelling Dias, Samuel VieiraSilva, Wellington Assunção daFernandes Neto, Tobias RafaelReis, Laurinda Lúcia Nogueira dosTorrico, Bismark Claure2022-09-16T19:18:06Z2022-09-16T19:18:06Z2016DIAS, S. V. et al. Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG. In: IEEE CONGRESS OF ARGENTINA, 3., 2016, Buenos Aires. Anais... Buenos Aires: IEEE ARGECON, 2016. p. 1-6.http://www.repositorio.ufc.br/handle/riufc/68336In order to make wind power generation truly cost-effective and reliable, an advanced control technique must be used. This paper presents the development of a control strategy based on the rotor current loop using the Generalized Predictive Control (GPC) approach applied to a Doubly-Fed Induction Generator (DFIG)-based wind turbine. The controller is designed to minimize oscillations in the generator electromagnetic torque by filtering the control signal. Besides, a new methodology for tuning the controller is proposed based on a single parameter that allows good tradeoffs among noise attenuation of the control signal, disturbance rejection, and system robustness during operation. Simulation results are shown and discussed to demonstrate the merit of the proposal, as the performance and robustness of the algorithm are evaluated when applied to a DFIG-based wind energy conversion system (WECS).Con el fin de hacer que la generación de energía eólica sea verdaderamente rentable y fiable, se debe utilizar una técnica de control avanzado. En este trabajo se presenta el desarrollo de una estrategia de control basada en el lazo de corriente del rotor utilizando el enfoque de Control Predictivo Generalizado (GPC) y aplicado a un generador de inducción doblemente alimentado (DFIG). El controlador está diseñado para reducir y minimizar las oscilaciones en el par electromagnético del generador mediante el filtrado de la señal de control. Además, se propone una nueva metodología para sintonizar el controlador basado en un único parámetro que permite buenas soluciones de compromiso entre la atenuación del ruido de la señal de control, rechazo de perturbaciones, y la robustez del sistema durante el funcionamiento. Son presentados resultados y discusiones de simulaciones para demostrar el mérito de la propuesta, ya que el rendimiento y la robustez del algoritmo son evaluados cuando se aplica a un sistema de conversión de energía eólica basada en DFIG.IEEE Congress of ArgentinaPredictive controlRobust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIGinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccessORIGINAL2016_eve_bctorrico.pdf2016_eve_bctorrico.pdfapplication/pdf2344032http://repositorio.ufc.br/bitstream/riufc/68336/1/2016_eve_bctorrico.pdfde91d136c63ab94a9def3602088a15d9MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82152http://repositorio.ufc.br/bitstream/riufc/68336/2/license.txtfb3ad2d23d9790966439580114baefafMD52riufc/683362022-11-18 15:40:35.922oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2022-11-18T18:40:35Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
title Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
spellingShingle Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
Dias, Samuel Vieira
Predictive control
title_short Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
title_full Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
title_fullStr Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
title_full_unstemmed Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
title_sort Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG
author Dias, Samuel Vieira
author_facet Dias, Samuel Vieira
Silva, Wellington Assunção da
Fernandes Neto, Tobias Rafael
Reis, Laurinda Lúcia Nogueira dos
Torrico, Bismark Claure
author_role author
author2 Silva, Wellington Assunção da
Fernandes Neto, Tobias Rafael
Reis, Laurinda Lúcia Nogueira dos
Torrico, Bismark Claure
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Dias, Samuel Vieira
Silva, Wellington Assunção da
Fernandes Neto, Tobias Rafael
Reis, Laurinda Lúcia Nogueira dos
Torrico, Bismark Claure
dc.subject.por.fl_str_mv Predictive control
topic Predictive control
description In order to make wind power generation truly cost-effective and reliable, an advanced control technique must be used. This paper presents the development of a control strategy based on the rotor current loop using the Generalized Predictive Control (GPC) approach applied to a Doubly-Fed Induction Generator (DFIG)-based wind turbine. The controller is designed to minimize oscillations in the generator electromagnetic torque by filtering the control signal. Besides, a new methodology for tuning the controller is proposed based on a single parameter that allows good tradeoffs among noise attenuation of the control signal, disturbance rejection, and system robustness during operation. Simulation results are shown and discussed to demonstrate the merit of the proposal, as the performance and robustness of the algorithm are evaluated when applied to a DFIG-based wind energy conversion system (WECS).
publishDate 2016
dc.date.issued.fl_str_mv 2016
dc.date.accessioned.fl_str_mv 2022-09-16T19:18:06Z
dc.date.available.fl_str_mv 2022-09-16T19:18:06Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
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status_str publishedVersion
dc.identifier.citation.fl_str_mv DIAS, S. V. et al. Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG. In: IEEE CONGRESS OF ARGENTINA, 3., 2016, Buenos Aires. Anais... Buenos Aires: IEEE ARGECON, 2016. p. 1-6.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufc.br/handle/riufc/68336
identifier_str_mv DIAS, S. V. et al. Robust generalized predictive control applied to the mitigation of electromagnetic torque oscillations in a wind energy conversion system based on DFIG. In: IEEE CONGRESS OF ARGENTINA, 3., 2016, Buenos Aires. Anais... Buenos Aires: IEEE ARGECON, 2016. p. 1-6.
url http://www.repositorio.ufc.br/handle/riufc/68336
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv IEEE Congress of Argentina
publisher.none.fl_str_mv IEEE Congress of Argentina
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
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reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
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