Oracle-based economic predictive control

Article number 107434

Detalles Bibliográficos
Autores: Manzano, José María, Muñoz de la Peña Sequedo, David, Limón Marruedo, Daniel
Tipo de recurso: artículo
Estado:Versión enviada para evaluación y publicación
Fecha de publicación:2021
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/137438
Acceso en línea:https://hdl.handle.net/11441/137438
https://doi.org/10.1016/j.compchemeng.2021.107434
Access Level:acceso abierto
Palabra clave:Economic predictive control
Nonlinear systems
NARX models
Identification Data-based MPC
id ES_e8adc42d9ebb0b7e53ebfcfe5bc06e77
oai_identifier_str oai:idus.us.es:11441/137438
network_acronym_str ES
network_name_str España
repository_id_str
spelling Oracle-based economic predictive controlManzano, José MaríaMuñoz de la Peña Sequedo, DavidLimón Marruedo, DanielEconomic predictive controlNonlinear systemsNARX modelsIdentification Data-based MPCArticle number 107434This paper presents an economic model predictive controller, under the assumption that the only mea- surable signal of the plant is the economic cost to be minimized. In order to forecast the evolution of this economic cost for a given input trajectory, a prediction model with a NARX structure, the so-called oracle, is proposed. Sufficient conditions to ensure the existence of such oracle are studied, proving that it can be derived for a general nonlinear system if the economic cost function is a Morse function. Based on this oracle, economic model predictive controllers are proposed, and their stability is demonstrated in nominal conditions under a standard dissipativity assumption. The viability of these controllers in practi- cal settings (where the oracle may provide imperfect predictions for generic inputs) is proven by means of input-to-state stability. These properties have been illustrated in a case study based on a continuously stirred tank reactorMinisterio de Economía y Competitividad (MINECO). España DPI2016-76493-C3-1-RAgencia Estatal de Investigación (AEI) PID2019-106212RB-C41/AEI/10.13039/501100011033Elsevier LtdIngeniería de Sistemas y AutomáticaMinisterio de Economía y Competitividad (MINECO). EspañaEuropean Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER)Agencia Estatal de Investigación (AEI)2021info:eu-repo/semantics/articleinfo:eu-repo/semantics/submittedVersionapplication/pdfapplication/pdfhttps://hdl.handle.net/11441/137438https://doi.org/10.1016/j.compchemeng.2021.107434reponame:idUS. Depósito de Investigación de la Universidad de Sevillainstname:Universidad de Sevilla (US)InglésComputers and Chemical Engineering, 153, Article number 107434.DPI2016-76493-C3-1-RPID2019-106212RB-C41/AEI/10.13039/501100011033https://www.sciencedirect.com/science/article/pii/S009813542100212Xinfo:eu-repo/semantics/openAccessoai:idus.us.es:11441/1374382026-06-17T12:51:07Z
dc.title.none.fl_str_mv Oracle-based economic predictive control
title Oracle-based economic predictive control
spellingShingle Oracle-based economic predictive control
Manzano, José María
Economic predictive control
Nonlinear systems
NARX models
Identification Data-based MPC
title_short Oracle-based economic predictive control
title_full Oracle-based economic predictive control
title_fullStr Oracle-based economic predictive control
title_full_unstemmed Oracle-based economic predictive control
title_sort Oracle-based economic predictive control
dc.creator.none.fl_str_mv Manzano, José María
Muñoz de la Peña Sequedo, David
Limón Marruedo, Daniel
author Manzano, José María
author_facet Manzano, José María
Muñoz de la Peña Sequedo, David
Limón Marruedo, Daniel
author_role author
author2 Muñoz de la Peña Sequedo, David
Limón Marruedo, Daniel
author2_role author
author
dc.contributor.none.fl_str_mv Ingeniería de Sistemas y Automática
Ministerio de Economía y Competitividad (MINECO). España
European Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER)
Agencia Estatal de Investigación (AEI)
dc.subject.none.fl_str_mv Economic predictive control
Nonlinear systems
NARX models
Identification Data-based MPC
topic Economic predictive control
Nonlinear systems
NARX models
Identification Data-based MPC
description Article number 107434
publishDate 2021
dc.date.none.fl_str_mv 2021
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/submittedVersion
format article
status_str submittedVersion
dc.identifier.none.fl_str_mv https://hdl.handle.net/11441/137438
https://doi.org/10.1016/j.compchemeng.2021.107434
url https://hdl.handle.net/11441/137438
https://doi.org/10.1016/j.compchemeng.2021.107434
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Computers and Chemical Engineering, 153, Article number 107434.
DPI2016-76493-C3-1-R
PID2019-106212RB-C41/AEI/10.13039/501100011033
https://www.sciencedirect.com/science/article/pii/S009813542100212X
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier Ltd
publisher.none.fl_str_mv Elsevier Ltd
dc.source.none.fl_str_mv reponame:idUS. Depósito de Investigación de la Universidad de Sevilla
instname:Universidad de Sevilla (US)
instname_str Universidad de Sevilla (US)
reponame_str idUS. Depósito de Investigación de la Universidad de Sevilla
collection idUS. Depósito de Investigación de la Universidad de Sevilla
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869422962557321216
score 15,300724

Similares en LA Referencia