On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid

© <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/

Detalles Bibliográficos
Autores: Velarde, Pablo, Valverde Isorna, Luis, Maestre Torreblanca, José María, Ocampo-Martínez, Carlos|||0000-0001-9251-6044, Bordons Alba, Carlos
Tipo de recurso: artículo
Fecha de publicación:2017
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/115056
Acceso en línea:https://hdl.handle.net/2117/115056
https://dx.doi.org/10.1016/j.jpowsour.2017.01.015
Access Level:acceso abierto
Palabra clave:Hydrogen storage
Microgrid
Model predictive control
Stochastic processes
Supply
Demand
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
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spelling On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgridVelarde, PabloValverde Isorna, LuisMaestre Torreblanca, José MaríaOcampo-Martínez, Carlos|||0000-0001-9251-6044Bordons Alba, CarlosHydrogen storageMicrogridModel predictive controlStochastic processesSupplyDemandClassificació INSPEC::Control theory::Predictive controlÀrees temàtiques de la UPC::Informàtica::Automàtica i control© <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/In this paper, a performance comparison among three well-known stochastic model predictive control approaches, namely, multi-scenario, tree-based, and chance-constrained model predictive control is presented. To this end, three predictive controllers have been designed and implemented in a real renewable-hydrogen-based microgrid. The experimental set-up includes a PEM electrolyzer, lead-acid batteries, and a PEM fuel cell as main equipment. The real experimental results show significant differences from the plant components, mainly in terms of use of energy, for each implemented technique. Effectiveness, performance, advantages, and disadvantages of these techniques are extensively discussed and analyzed to give some valid criteria when selecting an appropriate stochastic predictive controller.Peer Reviewed20172017-03-0120182018-03-12journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/115056https://dx.doi.org/10.1016/j.jpowsour.2017.01.015reponame: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:2117/1150562026-05-27T15:37:01Z
dc.title.none.fl_str_mv On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
title On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
spellingShingle On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
Velarde, Pablo
Hydrogen storage
Microgrid
Model predictive control
Stochastic processes
Supply
Demand
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
title_short On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
title_full On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
title_fullStr On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
title_full_unstemmed On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
title_sort On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid
dc.creator.none.fl_str_mv Velarde, Pablo
Valverde Isorna, Luis
Maestre Torreblanca, José María
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
Bordons Alba, Carlos
author Velarde, Pablo
author_facet Velarde, Pablo
Valverde Isorna, Luis
Maestre Torreblanca, José María
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
Bordons Alba, Carlos
author_role author
author2 Valverde Isorna, Luis
Maestre Torreblanca, José María
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
Bordons Alba, Carlos
author2_role author
author
author
author
dc.subject.none.fl_str_mv Hydrogen storage
Microgrid
Model predictive control
Stochastic processes
Supply
Demand
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
topic Hydrogen storage
Microgrid
Model predictive control
Stochastic processes
Supply
Demand
Classificació INSPEC::Control theory::Predictive control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
description © <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-03-01
2018
2018-03-12
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/2117/115056
https://dx.doi.org/10.1016/j.jpowsour.2017.01.015
url https://hdl.handle.net/2117/115056
https://dx.doi.org/10.1016/j.jpowsour.2017.01.015
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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