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, Vicenç, Cembrano, Gabriela
Tipo de recurso: artículo
Estado:Versión enviada para evaluación y publicación
Fecha de publicación:2015
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/127483
Acceso en línea:http://hdl.handle.net/10261/127483
Access Level:acceso abierto
Palabra clave:Coordination
Model predictive control
Optimization
Simulation
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spelling Integrated simulation and optimization scheme of real-time large-scale water supply network: applied to Catalunya case studySun, CongcongPuig, VicençCembrano, GabrielaCoordinationModel predictive controlOptimizationSimulationThis 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.This research has been partially funded by by Project ECOCIS DPI2013-48243-C2-1-R of Spanish Ministry of Education and by EFFINET grant FP7- ICT-2012-318556 of the European Commission.Peer ReviewedSage PublicationsMinisterio de Economía y Competitividad (España)European CommissionMinisterio de Educación, Cultura y Deporte (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]2016201620152016info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Preprintinfo:eu-repo/semantics/submittedVersionhttp://hdl.handle.net/10261/127483reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/DPI2013-48243-C2-1-Rinfo:eu-repo/grantAgreement/EC/FP7/318556http://dx.doi.org/10.1177/0037549714559982Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/1274832026-05-22T06:33:51Z
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
Coordination
Model predictive control
Optimization
Simulation
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, Vicenç
Cembrano, Gabriela
author Sun, Congcong
author_facet Sun, Congcong
Puig, Vicenç
Cembrano, Gabriela
author_role author
author2 Puig, Vicenç
Cembrano, Gabriela
author2_role author
author
dc.contributor.none.fl_str_mv Ministerio de Economía y Competitividad (España)
European Commission
Ministerio de Educación, Cultura y Deporte (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Coordination
Model predictive control
Optimization
Simulation
topic Coordination
Model predictive control
Optimization
Simulation
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
2016
2016
2016
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Preprint
info:eu-repo/semantics/submittedVersion
format article
status_str submittedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/127483
url http://hdl.handle.net/10261/127483
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
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info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/DPI2013-48243-C2-1-R
info:eu-repo/grantAgreement/EC/FP7/318556
http://dx.doi.org/10.1177/0037549714559982
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Sage Publications
publisher.none.fl_str_mv Sage Publications
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
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score 15,812455

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