Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems

© 2018. Elsevier

Detalhes bibliográficos
Autores: Wang, Ye|||0000-0003-1395-1676, Muñoz De la Peña, David, Puig Cayuela, Vicenç|||0000-0002-6364-6429, Cembrano Gennari, Gabriela|||0000-0003-1436-6022
Formato: artículo
Fecha de publicación:2018
País:España
Recursos:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/183110
Acesso em linha:https://hdl.handle.net/2117/183110
https://dx.doi.org/10.1016/j.ifacol.2018.11.054
Access Level:acceso abierto
Palavra-chave:Economic MPC
Robustness
Periodic operation
Probabilistic set invariance
Descriptor systems
Smart grids
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
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oai_identifier_str oai:upcommons.upc.edu:2117/183110
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repository_id_str
spelling Robust periodic economic model predictive control using probabilistic set invariance for descriptor systemsWang, Ye|||0000-0003-1395-1676Muñoz De la Peña, DavidPuig Cayuela, Vicenç|||0000-0002-6364-6429Cembrano Gennari, Gabriela|||0000-0003-1436-6022Economic MPCRobustnessPeriodic operationProbabilistic set invarianceDescriptor systemsSmart gridsClassificació INSPEC::Control theory::Predictive controlÀrees temàtiques de la UPC::Informàtica::Automàtica i control© 2018. ElsevierThis paper proposes a robust periodic economic model predictive control (MPC) using probabilistic set invariance for discrete-time descriptor systems. The considered systems are affected by additive disturbances that are bounded and follow a zero-mean Gaussian distribution. To guarantee robustness of the proposed robust economic MPC, a probabilistic invariant set with a given probability is used to contract the state and input constraints. An auxiliary input variable is defined to satisfy algebraic equations from descriptor systems in presence of disturbances. Finally, an application of the proposed MPC strategy to a smart micro-grid is provided to illustrate the performance.Peer Reviewed20182018-01-0120202020-04-03journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/183110https://dx.doi.org/10.1016/j.ifacol.2018.11.054reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivs 3.0 Spainhttp://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1831102026-05-27T15:37:01Z
dc.title.none.fl_str_mv Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
title Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
spellingShingle Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
Wang, Ye|||0000-0003-1395-1676
Economic MPC
Robustness
Periodic operation
Probabilistic set invariance
Descriptor systems
Smart grids
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
title_short Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
title_full Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
title_fullStr Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
title_full_unstemmed Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
title_sort Robust periodic economic model predictive control using probabilistic set invariance for descriptor systems
dc.creator.none.fl_str_mv Wang, Ye|||0000-0003-1395-1676
Muñoz De la Peña, David
Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author Wang, Ye|||0000-0003-1395-1676
author_facet Wang, Ye|||0000-0003-1395-1676
Muñoz De la Peña, David
Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author_role author
author2 Muñoz De la Peña, David
Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author2_role author
author
author
dc.subject.none.fl_str_mv Economic MPC
Robustness
Periodic operation
Probabilistic set invariance
Descriptor systems
Smart grids
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
topic Economic MPC
Robustness
Periodic operation
Probabilistic set invariance
Descriptor systems
Smart grids
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
description © 2018. Elsevier
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01
2020
2020-04-03
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/183110
https://dx.doi.org/10.1016/j.ifacol.2018.11.054
url https://hdl.handle.net/2117/183110
https://dx.doi.org/10.1016/j.ifacol.2018.11.054
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300724

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