Leak localization in water distribution networks using a mixed model-based/data-driven approach

“The final publication is available at Springer via http://dx.doi.org/10.1016/j.conengprac.2016.07.006”

Detalles Bibliográficos
Autores: Soldevila Coma, Adrià, Tornil Sin, Sebastián|||0000-0003-1799-2192, Blesa Izquierdo, Joaquim|||0000-0002-5626-3753, Duviella, Eric, Fernández Canti, Rosa M.|||0000-0002-9381-6601, Puig Cayuela, Vicenç|||0000-0002-6364-6429
Tipo de recurso: artículo
Fecha de publicación:2016
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:2117/104149
Acceso en línea:https://hdl.handle.net/2117/104149
https://dx.doi.org/10.1016/j.conengprac.2016.07.006
Access Level:acceso abierto
Palabra clave:Water distribution network
Water distribution networks
Leak localization
Fault diagnosis
Model-based methods
Data-driven methods
Barcelona WDN
Aigua -- Distribució -- Control automàtic
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
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oai_identifier_str oai:upcommons.upc.edu:2117/104149
network_acronym_str ES
network_name_str España
repository_id_str
spelling Leak localization in water distribution networks using a mixed model-based/data-driven approachSoldevila Coma, AdriàTornil Sin, Sebastián|||0000-0003-1799-2192Blesa Izquierdo, Joaquim|||0000-0002-5626-3753Duviella, EricFernández Canti, Rosa M.|||0000-0002-9381-6601Puig Cayuela, Vicenç|||0000-0002-6364-6429Water distribution networkWater distribution networksLeak localizationFault diagnosisModel-based methodsData-driven methodsBarcelona WDNAigua -- Distribució -- Control automàticÀrees temàtiques de la UPC::Informàtica::Automàtica i control“The final publication is available at Springer via http://dx.doi.org/10.1016/j.conengprac.2016.07.006”This paper proposes a new method for leak localization in water distribution networks (WDNs). In a first stage, residuals are obtained by comparing pressure measurements with the estimations provided by a WDN model. In a second stage, a classifier is applied to the residuals with the aim of determining the leak location. The classifier is trained with data generated by simulation of the WDN under different leak scenarios and uncertainty conditions. The proposed method is tested both by using synthetic and experimental data with real WDNs of different sizes. The comparison with the current existing approaches shows a performance improvement.Peer Reviewed20162016-10-0120172017-05-08journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/104149https://dx.doi.org/10.1016/j.conengprac.2016.07.006reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1041492026-05-27T15:37:01Z
dc.title.none.fl_str_mv Leak localization in water distribution networks using a mixed model-based/data-driven approach
title Leak localization in water distribution networks using a mixed model-based/data-driven approach
spellingShingle Leak localization in water distribution networks using a mixed model-based/data-driven approach
Soldevila Coma, Adrià
Water distribution network
Water distribution networks
Leak localization
Fault diagnosis
Model-based methods
Data-driven methods
Barcelona WDN
Aigua -- Distribució -- Control automàtic
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
title_short Leak localization in water distribution networks using a mixed model-based/data-driven approach
title_full Leak localization in water distribution networks using a mixed model-based/data-driven approach
title_fullStr Leak localization in water distribution networks using a mixed model-based/data-driven approach
title_full_unstemmed Leak localization in water distribution networks using a mixed model-based/data-driven approach
title_sort Leak localization in water distribution networks using a mixed model-based/data-driven approach
dc.creator.none.fl_str_mv Soldevila Coma, Adrià
Tornil Sin, Sebastián|||0000-0003-1799-2192
Blesa Izquierdo, Joaquim|||0000-0002-5626-3753
Duviella, Eric
Fernández Canti, Rosa M.|||0000-0002-9381-6601
Puig Cayuela, Vicenç|||0000-0002-6364-6429
author Soldevila Coma, Adrià
author_facet Soldevila Coma, Adrià
Tornil Sin, Sebastián|||0000-0003-1799-2192
Blesa Izquierdo, Joaquim|||0000-0002-5626-3753
Duviella, Eric
Fernández Canti, Rosa M.|||0000-0002-9381-6601
Puig Cayuela, Vicenç|||0000-0002-6364-6429
author_role author
author2 Tornil Sin, Sebastián|||0000-0003-1799-2192
Blesa Izquierdo, Joaquim|||0000-0002-5626-3753
Duviella, Eric
Fernández Canti, Rosa M.|||0000-0002-9381-6601
Puig Cayuela, Vicenç|||0000-0002-6364-6429
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Water distribution network
Water distribution networks
Leak localization
Fault diagnosis
Model-based methods
Data-driven methods
Barcelona WDN
Aigua -- Distribució -- Control automàtic
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
topic Water distribution network
Water distribution networks
Leak localization
Fault diagnosis
Model-based methods
Data-driven methods
Barcelona WDN
Aigua -- Distribució -- Control automàtic
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
description “The final publication is available at Springer via http://dx.doi.org/10.1016/j.conengprac.2016.07.006”
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-10-01
2017
2017-05-08
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/2117/104149
https://dx.doi.org/10.1016/j.conengprac.2016.07.006
url https://hdl.handle.net/2117/104149
https://dx.doi.org/10.1016/j.conengprac.2016.07.006
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
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
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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