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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.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.description“The final publication is available at Springer via”
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.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.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.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
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

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