Economic MPC for a changing economic criterion for linear systems

Autores
Ferramosca, Antonio; Limon, Daniel; Camacho, Eduardo
Año de publicación
2014
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.
Fil: Ferramosca, Antonio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Santa Fe. Instituto de Desarrollo Tecnológico Para la Industria Química (i); Argentina
Fil: Limon, Daniel. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; España
Fil: Camacho, Eduardo. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; España
Materia
Model Predictive Control
Economic Cost Function
Real Time Optimizer
Changing Economic Criterion
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/9331
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/9331
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Economic MPC for a changing economic criterion for linear systemsFerramosca, AntonioLimon, DanielCamacho, EduardoModel Predictive ControlEconomic Cost FunctionReal Time OptimizerChanging Economic Criterionhttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.Fil: Ferramosca, Antonio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Santa Fe. Instituto de Desarrollo Tecnológico Para la Industria Química (i); ArgentinaFil: Limon, Daniel. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; EspañaFil: Camacho, Eduardo. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; EspañaInstitute Of Electrical And Electronics Engineers2014-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/9331Ferramosca, Antonio; Limon, Daniel; Camacho, Eduardo; Economic MPC for a changing economic criterion for linear systems; Institute Of Electrical And Electronics Engineers; Ieee Transactions On Automatic Control; 59; 10; 10-2014; 2657-26670018-9286enginfo:eu-repo/semantics/altIdentifier/url/http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6819409info:eu-repo/semantics/altIdentifier/url/http://dx.doi.org/10.1109/TAC.2014.2326013info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:10:28Zoai:ri.conicet.gov.ar:11336/9331instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:10:29.112CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Economic MPC for a changing economic criterion for linear systems
title Economic MPC for a changing economic criterion for linear systems
spellingShingle Economic MPC for a changing economic criterion for linear systems
Ferramosca, Antonio
Model Predictive Control
Economic Cost Function
Real Time Optimizer
Changing Economic Criterion
title_short Economic MPC for a changing economic criterion for linear systems
title_full Economic MPC for a changing economic criterion for linear systems
title_fullStr Economic MPC for a changing economic criterion for linear systems
title_full_unstemmed Economic MPC for a changing economic criterion for linear systems
title_sort Economic MPC for a changing economic criterion for linear systems
dc.creator.none.fl_str_mv Ferramosca, Antonio
Limon, Daniel
Camacho, Eduardo
author Ferramosca, Antonio
author_facet Ferramosca, Antonio
Limon, Daniel
Camacho, Eduardo
author_role author
author2 Limon, Daniel
Camacho, Eduardo
author2_role author
author
dc.subject.none.fl_str_mv Model Predictive Control
Economic Cost Function
Real Time Optimizer
Changing Economic Criterion
topic Model Predictive Control
Economic Cost Function
Real Time Optimizer
Changing Economic Criterion
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.
Fil: Ferramosca, Antonio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Santa Fe. Instituto de Desarrollo Tecnológico Para la Industria Química (i); Argentina
Fil: Limon, Daniel. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; España
Fil: Camacho, Eduardo. Universidad de Sevilla. Departamento de Ingenieria de Sistemas y Automatica. Escuela Superior de Ingenieros Industriales; España
description Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.
publishDate 2014
dc.date.none.fl_str_mv 2014-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/9331
Ferramosca, Antonio; Limon, Daniel; Camacho, Eduardo; Economic MPC for a changing economic criterion for linear systems; Institute Of Electrical And Electronics Engineers; Ieee Transactions On Automatic Control; 59; 10; 10-2014; 2657-2667
0018-9286
url http://hdl.handle.net/11336/9331
identifier_str_mv Ferramosca, Antonio; Limon, Daniel; Camacho, Eduardo; Economic MPC for a changing economic criterion for linear systems; Institute Of Electrical And Electronics Engineers; Ieee Transactions On Automatic Control; 59; 10; 10-2014; 2657-2667
0018-9286
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6819409
info:eu-repo/semantics/altIdentifier/url/http://dx.doi.org/10.1109/TAC.2014.2326013
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Institute Of Electrical And Electronics Engineers
publisher.none.fl_str_mv Institute Of Electrical And Electronics Engineers
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1844613995124752384
score 13.070432

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