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dc.contributor.authorBlesa Izquierdo, Joaquim
dc.contributor.authorPuig Cayuela, Vicenç
dc.contributor.authorSaludes Closa, Jordi
dc.contributor.authorVento Maldonado, Jorge
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Matemàtica Aplicada II
dc.description.abstractIn this paper, a leak detection, isolation and estimation methodology in pressurized water pipe networks is proposed. The methodology is based on computing residuals which are obtained comparing measured pressures (heads) in selected points of the network with their estimated values by means of a Linear Parameter Varying (LPV) model and zonotopes. The structure of the LPV model is obtained from the non-linear mathematical model of the network. The proposed detection method takes into account modelling uncertainty using zonotopes. The isolation and estimation task employs an algorithm based on the residual fault sensitivity analysis. Finally, a typical water pipe network is employed to validate the proposed methodology. This network is simulated using EPANET software. Parameters of LPV model and their uncertainty bounded by zonotopes are estimated from data coming from this simulator. A leak scenario allows to assess the effectiveness of the proposed approach.
dc.format.extent6 p.
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.subjectÀrees temàtiques de la UPC::Nàutica
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshLeak detectors
dc.subject.lcshWater leakage
dc.titleLeak Detection, Isolation and Estimation in Pressurized Water Pipe Networks using LPV Models and Zonotopes
dc.typeConference report
dc.subject.lemacAigua -- Canonades
dc.subject.lemacControl automàtic -- Models matemàtics
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.rights.accessOpen Access

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