On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems

Detalhes bibliográficos
Autor(a) principal: Ramos, Igor T. M. [UNESP]
Data de Publicação: 2019
Outros Autores: Alves, Uiliam Nelson L. T. [UNESP], Teixeira, Marcelo C. M., Assuncao, Edvaldo [UNESP], Cardim, Rodrigo [UNESP], Lazarini, Adalberto Z. N. [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1109/FUZZ-IEEE.2019.8858905
http://hdl.handle.net/11449/201257
Resumo: This paper presents a robust switched controller design to minimize an upper bound of a quadratic index (guaranteed cost) based on the output and the control input of uncertain nonlinear systems described by polynomial fuzzy models (PFM). The proposed switched controller is based on the minimization of the derivative of the Lyapunov function and does not require the knowledge of the membership functions to compose the control signal, which may be uncertain or whose obtainment may be difficult. The class of nonlinear systems considered in this paper can be exactly described by PFM, and it is possible to obtain a global model representation without the specification of an operation region. A numerical example illustrates the effectiveness of the proposed switched controller and presents a comparative study with the results obtained using a controller composed only of a single gain.
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spelling On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy SystemsGuaranteed CostPolynomial Fuzzy ModelSum of SquaresSwitched ControllersUncertain Nonlinear SystemThis paper presents a robust switched controller design to minimize an upper bound of a quadratic index (guaranteed cost) based on the output and the control input of uncertain nonlinear systems described by polynomial fuzzy models (PFM). The proposed switched controller is based on the minimization of the derivative of the Lyapunov function and does not require the knowledge of the membership functions to compose the control signal, which may be uncertain or whose obtainment may be difficult. The class of nonlinear systems considered in this paper can be exactly described by PFM, and it is possible to obtain a global model representation without the specification of an operation region. A numerical example illustrates the effectiveness of the proposed switched controller and presents a comparative study with the results obtained using a controller composed only of a single gain.Department of Electrical Engineering UNESP - São Paulo State University School of EngineeringIFPR Federal Institute of Education Science and Technology of ParanaDepartment of Electrical Engineering UNESP - São Paulo State University School of EngineeringUniversidade Estadual Paulista (Unesp)Federal Institute of Education Science and Technology of ParanaRamos, Igor T. M. [UNESP]Alves, Uiliam Nelson L. T. [UNESP]Teixeira, Marcelo C. M.Assuncao, Edvaldo [UNESP]Cardim, Rodrigo [UNESP]Lazarini, Adalberto Z. N. [UNESP]2020-12-12T02:28:02Z2020-12-12T02:28:02Z2019-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttp://dx.doi.org/10.1109/FUZZ-IEEE.2019.8858905IEEE International Conference on Fuzzy Systems, v. 2019-June.1098-7584http://hdl.handle.net/11449/20125710.1109/FUZZ-IEEE.2019.88589052-s2.0-8507377887750620873805714620000-0002-1072-3814Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengIEEE International Conference on Fuzzy Systemsinfo:eu-repo/semantics/openAccess2024-07-04T19:11:27Zoai:repositorio.unesp.br:11449/201257Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:58:12.436492Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
title On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
spellingShingle On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
Ramos, Igor T. M. [UNESP]
Guaranteed Cost
Polynomial Fuzzy Model
Sum of Squares
Switched Controllers
Uncertain Nonlinear System
title_short On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
title_full On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
title_fullStr On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
title_full_unstemmed On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
title_sort On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
author Ramos, Igor T. M. [UNESP]
author_facet Ramos, Igor T. M. [UNESP]
Alves, Uiliam Nelson L. T. [UNESP]
Teixeira, Marcelo C. M.
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
author_role author
author2 Alves, Uiliam Nelson L. T. [UNESP]
Teixeira, Marcelo C. M.
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Federal Institute of Education Science and Technology of Parana
dc.contributor.author.fl_str_mv Ramos, Igor T. M. [UNESP]
Alves, Uiliam Nelson L. T. [UNESP]
Teixeira, Marcelo C. M.
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
dc.subject.por.fl_str_mv Guaranteed Cost
Polynomial Fuzzy Model
Sum of Squares
Switched Controllers
Uncertain Nonlinear System
topic Guaranteed Cost
Polynomial Fuzzy Model
Sum of Squares
Switched Controllers
Uncertain Nonlinear System
description This paper presents a robust switched controller design to minimize an upper bound of a quadratic index (guaranteed cost) based on the output and the control input of uncertain nonlinear systems described by polynomial fuzzy models (PFM). The proposed switched controller is based on the minimization of the derivative of the Lyapunov function and does not require the knowledge of the membership functions to compose the control signal, which may be uncertain or whose obtainment may be difficult. The class of nonlinear systems considered in this paper can be exactly described by PFM, and it is possible to obtain a global model representation without the specification of an operation region. A numerical example illustrates the effectiveness of the proposed switched controller and presents a comparative study with the results obtained using a controller composed only of a single gain.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-01
2020-12-12T02:28:02Z
2020-12-12T02:28:02Z
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/FUZZ-IEEE.2019.8858905
IEEE International Conference on Fuzzy Systems, v. 2019-June.
1098-7584
http://hdl.handle.net/11449/201257
10.1109/FUZZ-IEEE.2019.8858905
2-s2.0-85073778877
5062087380571462
0000-0002-1072-3814
url http://dx.doi.org/10.1109/FUZZ-IEEE.2019.8858905
http://hdl.handle.net/11449/201257
identifier_str_mv IEEE International Conference on Fuzzy Systems, v. 2019-June.
1098-7584
10.1109/FUZZ-IEEE.2019.8858905
2-s2.0-85073778877
5062087380571462
0000-0002-1072-3814
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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