Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models
Autor(a) principal: | |
---|---|
Data de Publicação: | 2021 |
Outros Autores: | , , , |
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. |
id |
UNSP_e6d5e7942e2dcd94b9cd1121bee80502 |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/233518 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
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 |
|
_version_ |
1808129587449692160 |