Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers

Recently, direct fuzzy PID controllers have been used more frequently in industrial continuous process applications, because they can replace the conventional PID within the control loop, since its non-linear behavior, presents an adequate performance in control tasks applied to processes nonlinear....

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Tipo de recurso:
Fecha de publicación:
2019
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/14249
Acceso en línea:
https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925
https://repositorio.uptc.edu.co/handle/001/14249
Palabra clave:
continuous systems
fuzzy control
industrial control
PID control
scaling factors
windup
control difuso
control industrial
control PID
factores de escala
sistemas continuos
windup
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Copyright (c) 2019 Jhon Edisson Rodriguez-Castellanos, M.Sc., Jorge Eduardo Cote-Ballesteros, M.Sc.
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dc.title.en-US.fl_str_mv Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
dc.title.es-ES.fl_str_mv Estrategia anti-windup por recálculo y seguimiento en controladores PID difusos directos
title Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
spellingShingle Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
continuous systems
fuzzy control
industrial control
PID control
scaling factors
windup
control difuso
control industrial
control PID
factores de escala
sistemas continuos
windup
title_short Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
title_full Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
title_fullStr Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
title_full_unstemmed Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
title_sort Anti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy Controllers
dc.subject.en-US.fl_str_mv continuous systems
fuzzy control
industrial control
PID control
scaling factors
windup
topic continuous systems
fuzzy control
industrial control
PID control
scaling factors
windup
control difuso
control industrial
control PID
factores de escala
sistemas continuos
windup
dc.subject.es-ES.fl_str_mv control difuso
control industrial
control PID
factores de escala
sistemas continuos
windup
description Recently, direct fuzzy PID controllers have been used more frequently in industrial continuous process applications, because they can replace the conventional PID within the control loop, since its non-linear behavior, presents an adequate performance in control tasks applied to processes nonlinear. However, PID controllers are affected by the phenomenon called windup which degrades the performance of the controller to the accumulation of error in the integral component. This article presents a proposal of an anti-windup scheme based on back calculation and tracking, for which the tracking constant is obtained through the tuning parameters of the fuzzy PID controller. The tuning method used for this document consists in the adjustment of the control surface by means of the scale gains of the architectures considered. In addition, the validation of the proposed anti-windup method performance is carried out through a comparative analysis against other classic techniques. The proposed strategy shows an adequate performance against changes in the reference and rejection of disturbances without tuning additional parameters. An analysis of the control effort shows the proposed strategy produces control actions smaller than the other cases considered. Therefore, due to the increasing popularity of fuzzy systems in the industry and the simplicity of some design methods, the proposed strategy can be easily implemented in different industrial regulators.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2024-07-05T19:11:51Z
dc.date.available.none.fl_str_mv 2024-07-05T19:11:51Z
dc.date.none.fl_str_mv 2019-10-25
dc.type.en-US.fl_str_mv research
dc.type.es-ES.fl_str_mv investigación
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a400
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925
10.19053/01211129.v28.n53.2019.9925
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/14249
url https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925
https://repositorio.uptc.edu.co/handle/001/14249
identifier_str_mv 10.19053/01211129.v28.n53.2019.9925
dc.language.none.fl_str_mv spa
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925/8409
https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925/8677
dc.rights.en-US.fl_str_mv Copyright (c) 2019 Jhon Edisson Rodriguez-Castellanos, M.Sc., Jorge Eduardo Cote-Ballesteros, M.Sc.
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf317
rights_invalid_str_mv Copyright (c) 2019 Jhon Edisson Rodriguez-Castellanos, M.Sc., Jorge Eduardo Cote-Ballesteros, M.Sc.
http://purl.org/coar/access_right/c_abf317
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
application/xml
dc.coverage.en-US.fl_str_mv N.A.
dc.coverage.es-ES.fl_str_mv N.A.
dc.publisher.en-US.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia
dc.source.en-US.fl_str_mv Revista Facultad de Ingeniería; Vol. 28 No. 53 (2019); 119-139
dc.source.es-ES.fl_str_mv Revista Facultad de Ingeniería; Vol. 28 Núm. 53 (2019); 119-139
dc.source.none.fl_str_mv 2357-5328
0121-1129
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
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spelling 2019-10-252024-07-05T19:11:51Z2024-07-05T19:11:51Zhttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/992510.19053/01211129.v28.n53.2019.9925https://repositorio.uptc.edu.co/handle/001/14249Recently, direct fuzzy PID controllers have been used more frequently in industrial continuous process applications, because they can replace the conventional PID within the control loop, since its non-linear behavior, presents an adequate performance in control tasks applied to processes nonlinear. However, PID controllers are affected by the phenomenon called windup which degrades the performance of the controller to the accumulation of error in the integral component. This article presents a proposal of an anti-windup scheme based on back calculation and tracking, for which the tracking constant is obtained through the tuning parameters of the fuzzy PID controller. The tuning method used for this document consists in the adjustment of the control surface by means of the scale gains of the architectures considered. In addition, the validation of the proposed anti-windup method performance is carried out through a comparative analysis against other classic techniques. The proposed strategy shows an adequate performance against changes in the reference and rejection of disturbances without tuning additional parameters. An analysis of the control effort shows the proposed strategy produces control actions smaller than the other cases considered. Therefore, due to the increasing popularity of fuzzy systems in the industry and the simplicity of some design methods, the proposed strategy can be easily implemented in different industrial regulators.Recientemente, los controladores PID difusos directos han venido adquiriendo importancia en aplicaciones de procesos continuos con orientación industrial, debido a que pueden reemplazar directamente el PID convencional dentro del lazo de control y a que su comportamiento no lineal presenta un adecuado desempeño en tareas de control aplicadas a procesos no lineales. Sin embargo, todos los controladores PID son afectados por el fenómeno denominado windup, el cual degrada el desempeño del controlador debido a la saturación de los actuadores a causa de la acumulación de error en la componente integral. En este artículo se presenta una propuesta de esquema anti-windup basado en recálculo y seguimiento, para el cual se calcula la constante de seguimiento a través de los parámetros de sintonización del controlador PID difuso. El método de sintonización empleado para este documento consiste en el ajuste de la superficie de control por medio de las ganancias de escala de las arquitecturas consideradas. Adicionalmente, la validación del desempeño del método anti-windup propuesto se realiza por medio de un análisis comparativo con otras técnicas clásicas que permiten evitar este fenómeno. La estrategia planteada muestra un desempeño adecuado frente a cambios en la referencia y rechazo a perturbaciones sin ajustar parámetros adicionales a las ganancias de escala; así mismo, el análisis del esfuerzo de control indica que la estrategia sugerida produce acciones de control menores que en los otros casos considerados. Por lo tanto, debido a la creciente popularidad de los sistemas difusos en la industria y a la simplicidad de algunos métodos de diseño, la estrategia propuesta puede ser fácilmente implementable en diferentes reguladores industriales.application/pdfapplication/xmlspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925/8409https://revistas.uptc.edu.co/index.php/ingenieria/article/view/9925/8677Copyright (c) 2019 Jhon Edisson Rodriguez-Castellanos, M.Sc., Jorge Eduardo Cote-Ballesteros, M.Sc.http://purl.org/coar/access_right/c_abf317http://purl.org/coar/access_right/c_abf2Revista Facultad de Ingeniería; Vol. 28 No. 53 (2019); 119-139Revista Facultad de Ingeniería; Vol. 28 Núm. 53 (2019); 119-1392357-53280121-1129continuous systemsfuzzy controlindustrial controlPID controlscaling factorswindupcontrol difusocontrol industrialcontrol PIDfactores de escalasistemas continuoswindupAnti-Windup Strategy Based on Back Calculation and Tracking Applied to Direct PID Fuzzy ControllersEstrategia anti-windup por recálculo y seguimiento en controladores PID difusos directosresearchinvestigacióninfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a400http://purl.org/coar/version/c_970fb48d4fbd8a85N.A.N.A.Rodriguez-Castellanos, Jhon EdissonCote-Ballesteros, Jorge Eduardo001/14249oai:repositorio.uptc.edu.co:001/142492025-07-18 11:53:51.166metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co