Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models

Detalhes bibliográficos
Autor(a) principal: Silva, Hyago R M [UNESP]
Data de Publicação: 2021
Outros Autores: Cardim, Rodrigo [UNESP], Teixeira, Marcelo C M [UNESP], Assuncao, Edvaldo [UNESP], Ramos, Igor T M [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1109/FUZZ45933.2021.9494543
http://hdl.handle.net/11449/233518
Resumo: Switched robust controllers are presented and applied to an aeropendulum system made at the Control Research Laboratory from DEE-FEIS-UNESP in Brazil. The system has nonlinear dynamics and it is approximated by Takagi-Sugeno fuzzy systems using linear local models for different operation points. Integrators are used in implementation to eliminate the steady-state error. The method consists of including a new state space variable in the system in order to obtain zero steady-state error. The switched control eliminates the need of finding the membership functions which are used to combine the local linear models of the Takagi-Sugeno fuzzy system. It is based on the minimization of the time derivative of the Lyapunov function and it is designed by means of linear matrix inequalities. Actuator saturation is also considered for the design of the controllers. At the end, implementations of the aforementioned controllers in the aeropendulum systems are presented considering the specifications of the decay rate and norm constraints of the controller gains.
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spelling Switched Control and Tracking Application in Aeropendulum System using Fuzzy ModelsActuator SaturationAeropendulum SystemLinear Matrix Inequalities (LMIs)Robust ControlSwitched ControlTakagi-Sugeno Fuzzy SystemsSwitched robust controllers are presented and applied to an aeropendulum system made at the Control Research Laboratory from DEE-FEIS-UNESP in Brazil. The system has nonlinear dynamics and it is approximated by Takagi-Sugeno fuzzy systems using linear local models for different operation points. Integrators are used in implementation to eliminate the steady-state error. The method consists of including a new state space variable in the system in order to obtain zero steady-state error. The switched control eliminates the need of finding the membership functions which are used to combine the local linear models of the Takagi-Sugeno fuzzy system. It is based on the minimization of the time derivative of the Lyapunov function and it is designed by means of linear matrix inequalities. Actuator saturation is also considered for the design of the controllers. At the end, implementations of the aforementioned controllers in the aeropendulum systems are presented considering the specifications of the decay rate and norm constraints of the controller gains.São Paulo State University - Unesp Department of Electrical EngineeringSão Paulo State University - Unesp Department of Electrical EngineeringUniversidade Estadual Paulista (UNESP)Silva, Hyago R M [UNESP]Cardim, Rodrigo [UNESP]Teixeira, Marcelo C M [UNESP]Assuncao, Edvaldo [UNESP]Ramos, Igor T M [UNESP]2022-05-01T09:00:54Z2022-05-01T09:00:54Z2021-07-11info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttp://dx.doi.org/10.1109/FUZZ45933.2021.9494543IEEE International Conference on Fuzzy Systems, v. 2021-July.1098-7584http://hdl.handle.net/11449/23351810.1109/FUZZ45933.2021.94945432-s2.0-85114674491Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengIEEE International Conference on Fuzzy Systemsinfo:eu-repo/semantics/openAccess2024-07-04T19:12:00Zoai:repositorio.unesp.br:11449/233518Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:07:41.854068Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
title Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
spellingShingle Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
Silva, Hyago R M [UNESP]
Actuator Saturation
Aeropendulum System
Linear Matrix Inequalities (LMIs)
Robust Control
Switched Control
Takagi-Sugeno Fuzzy Systems
title_short Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
title_full Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
title_fullStr Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
title_full_unstemmed Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
title_sort Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
author Silva, Hyago R M [UNESP]
author_facet Silva, Hyago R M [UNESP]
Cardim, Rodrigo [UNESP]
Teixeira, Marcelo C M [UNESP]
Assuncao, Edvaldo [UNESP]
Ramos, Igor T M [UNESP]
author_role author
author2 Cardim, Rodrigo [UNESP]
Teixeira, Marcelo C M [UNESP]
Assuncao, Edvaldo [UNESP]
Ramos, Igor T M [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Silva, Hyago R M [UNESP]
Cardim, Rodrigo [UNESP]
Teixeira, Marcelo C M [UNESP]
Assuncao, Edvaldo [UNESP]
Ramos, Igor T M [UNESP]
dc.subject.por.fl_str_mv Actuator Saturation
Aeropendulum System
Linear Matrix Inequalities (LMIs)
Robust Control
Switched Control
Takagi-Sugeno Fuzzy Systems
topic Actuator Saturation
Aeropendulum System
Linear Matrix Inequalities (LMIs)
Robust Control
Switched Control
Takagi-Sugeno Fuzzy Systems
description Switched robust controllers are presented and applied to an aeropendulum system made at the Control Research Laboratory from DEE-FEIS-UNESP in Brazil. The system has nonlinear dynamics and it is approximated by Takagi-Sugeno fuzzy systems using linear local models for different operation points. Integrators are used in implementation to eliminate the steady-state error. The method consists of including a new state space variable in the system in order to obtain zero steady-state error. The switched control eliminates the need of finding the membership functions which are used to combine the local linear models of the Takagi-Sugeno fuzzy system. It is based on the minimization of the time derivative of the Lyapunov function and it is designed by means of linear matrix inequalities. Actuator saturation is also considered for the design of the controllers. At the end, implementations of the aforementioned controllers in the aeropendulum systems are presented considering the specifications of the decay rate and norm constraints of the controller gains.
publishDate 2021
dc.date.none.fl_str_mv 2021-07-11
2022-05-01T09:00:54Z
2022-05-01T09:00:54Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1109/FUZZ45933.2021.9494543
IEEE International Conference on Fuzzy Systems, v. 2021-July.
1098-7584
http://hdl.handle.net/11449/233518
10.1109/FUZZ45933.2021.9494543
2-s2.0-85114674491
url http://dx.doi.org/10.1109/FUZZ45933.2021.9494543
http://hdl.handle.net/11449/233518
identifier_str_mv IEEE International Conference on Fuzzy Systems, v. 2021-July.
1098-7584
10.1109/FUZZ45933.2021.9494543
2-s2.0-85114674491
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv IEEE International Conference on Fuzzy Systems
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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