Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study

This paper presents an integrated simulation and optimization modeling approach in order to provide the optimal configuration for large-scale water supply systems (LSWSS) in real time. Model predictive control (MPC) has been chosen to handle the complex set of objectives involved in the management o...

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Detalles Bibliográficos
Autores: Sun, Congcong, Puig Cayuela, Vicenç|||0000-0002-6364-6429, Cembrano Gennari, Gabriela|||0000-0003-1436-6022
Tipo de recurso: artículo
Fecha de publicación:2015
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:catalán
OAI Identifier:oai:upcommons.upc.edu:2117/79071
Acceso en línea:https://hdl.handle.net/2117/79071
https://dx.doi.org/10.1177/0037549714559982
Access Level:acceso abierto
Palabra clave:Model predictive control
simulation
optimization
coordination
Reservoir-system simulation
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::Simulació
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spelling Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case studySun, CongcongPuig Cayuela, Vicenç|||0000-0002-6364-6429Cembrano Gennari, Gabriela|||0000-0003-1436-6022Model predictive controlsimulationoptimizationcoordinationReservoir-system simulationÀrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::SimulacióThis paper presents an integrated simulation and optimization modeling approach in order to provide the optimal configuration for large-scale water supply systems (LSWSS) in real time. Model predictive control (MPC) has been chosen to handle the complex set of objectives involved in the management of LSWSS. The computation of control strategies by MPC uses a simplified model of the network dynamics. The use of the combined approach of optimization and simulation contributes to making sure that the effect of more complex dynamics, better represented by the simulation model, may be taken into account. Coordination between simulator and optimizer works in a feedback scheme, from which both real-time interaction and extensive validation of the proposed solution have been realized using a case study based on the Catalunya regional water network.Peer Reviewed20152015-01-0120152015-11-11journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/79071https://dx.doi.org/10.1177/0037549714559982reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)CataláncatEuropean Commission http://dx.doi.org/10.13039/100011102 Seventh Framework Programme 318556 Efficient Integrated Real-time Monitoring and Control of Drinking Water Networksopen accesshttp://purl.org/coar/access_right/c_abf2http://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/790712026-05-27T15:37:01Z
dc.title.none.fl_str_mv Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
title Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
spellingShingle Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
Sun, Congcong
Model predictive control
simulation
optimization
coordination
Reservoir-system simulation
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::Simulació
title_short Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
title_full Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
title_fullStr Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
title_full_unstemmed Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
title_sort Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case study
dc.creator.none.fl_str_mv Sun, Congcong
Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author Sun, Congcong
author_facet Sun, Congcong
Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author_role author
author2 Puig Cayuela, Vicenç|||0000-0002-6364-6429
Cembrano Gennari, Gabriela|||0000-0003-1436-6022
author2_role author
author
dc.subject.none.fl_str_mv Model predictive control
simulation
optimization
coordination
Reservoir-system simulation
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::Simulació
topic Model predictive control
simulation
optimization
coordination
Reservoir-system simulation
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::Simulació
description This paper presents an integrated simulation and optimization modeling approach in order to provide the optimal configuration for large-scale water supply systems (LSWSS) in real time. Model predictive control (MPC) has been chosen to handle the complex set of objectives involved in the management of LSWSS. The computation of control strategies by MPC uses a simplified model of the network dynamics. The use of the combined approach of optimization and simulation contributes to making sure that the effect of more complex dynamics, better represented by the simulation model, may be taken into account. Coordination between simulator and optimizer works in a feedback scheme, from which both real-time interaction and extensive validation of the proposed solution have been realized using a case study based on the Catalunya regional water network.
publishDate 2015
dc.date.none.fl_str_mv 2015
2015-01-01
2015
2015-11-11
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/2117/79071
https://dx.doi.org/10.1177/0037549714559982
url https://hdl.handle.net/2117/79071
https://dx.doi.org/10.1177/0037549714559982
dc.language.none.fl_str_mv Catalán
cat
language_invalid_str_mv Catalán
language cat
dc.relation.none.fl_str_mv European Commission http://dx.doi.org/10.13039/100011102 Seventh Framework Programme 318556 Efficient Integrated Real-time Monitoring and Control of Drinking Water Networks
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2

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

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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