Show simple item record

dc.contributor.authorSoldevila Coma, Adrià
dc.contributor.authorTornil Sin, Sebastián
dc.contributor.authorBlesa Izquierdo, Joaquim
dc.contributor.authorDuviella, Eric
dc.contributor.authorFernández Canti, Rosa M.
dc.contributor.authorPuig Cayuela, Vicenç
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.contributor.otherInstitut de Robòtica i Informàtica Industrial
dc.date.accessioned2017-05-08T08:54:14Z
dc.date.available2017-07-28T00:30:23Z
dc.date.issued2016-10-01
dc.identifier.citationSoldevila, A., Tornil-Sin, S., Blesa, J., Duviella, E., Rosa M. Fernandez-Canti, Puig, V. Leak localization in water distribution networks using a mixed model-based/data-driven approach. "Control engineering practice", 1 Octubre 2016, vol. 55, p. 162-173.
dc.identifier.issn0967-0661
dc.identifier.urihttp://hdl.handle.net/2117/104149
dc.description“The final publication is available at Springer via http://dx.doi.org/10.1016/j.conengprac.2016.07.006”
dc.description.abstractThis 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.
dc.format.extent12 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshWater distribution network
dc.subject.otherWater distribution networks
dc.subject.otherLeak localization
dc.subject.otherFault diagnosis
dc.subject.otherModel-based methods
dc.subject.otherData-driven methods
dc.subject.otherBarcelona WDN
dc.titleLeak localization in water distribution networks using a mixed model-based/data-driven approach
dc.typeArticle
dc.subject.lemacAigua -- Distribució -- Control automàtic
dc.contributor.groupUniversitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control
dc.contributor.groupUniversitat Politècnica de Catalunya. BIOART - BIOsignal Analysis for Rehabilitation and Therapy
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.identifier.doi10.1016/j.conengprac.2016.07.006
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://www.sciencedirect.com/science/article/pii/S0967066116301526
dc.rights.accessOpen Access
local.identifier.drac19331430
dc.description.versionPostprint (author's final draft)
local.citation.authorSoldevila, A.; Tornil-Sin, S.; Blesa, J.; Duviella, E.; Fernandez-Canti, Rosa M.; Puig, V.
local.citation.publicationNameControl engineering practice
local.citation.volume55
local.citation.startingPage162
local.citation.endingPage173


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder