On Robust Switched Controller Design to Minimize the Guaranteed Cost of Polynomial Fuzzy Systems
Autor(a) principal: | |
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Data de Publicação: | 2019 |
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/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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808128587910348800 |