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dc.contributor.authorMolina, A.
dc.contributor.authorQuevedo Casín, Joseba Jokin
dc.contributor.authorPuig Cayuela, Vicenç
dc.contributor.authorCembrano Gennari, Gabriela
dc.contributor.authorBlanch i Font, Jordi
dc.contributor.authorAguilar, J.
dc.contributor.authorSaporta, D.
dc.contributor.authorBenito, G.
dc.contributor.authorHedo, M.
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.citationQuevedo, J. [et al.]. Validation and reconstruction of flow meter data in the Barcelona water distribution network. "Control engineering practice", Juny 2010, vol. 18, núm. 6, p. 640-651.
dc.description.abstractThis paper presents a signal analysis methodology to validate (detect) and reconstruct the missing and false data of a large set of flow meters in the telecontrol system of a water distribution network. The proposed methodology is based on two time-scale forecasting models: a daily model based on a ARIMA time series, while the 10-min model is based on distributing the daily flow using a 10-min demand pattern. The demand patterns have been determined using two methods: correlation analysis and an unsupervised fuzzy logic classification, named LAMDA algorithm. Finally, the proposed methodology has been applied to the Barcelona water distribution network, providing very good results.
dc.format.extent12 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshRemote control
dc.subject.lcshFlow meter industry
dc.subject.lcshWater -- Distribution
dc.titleValidation and reconstruction of flow meter data in the Barcelona water distribution network
dc.subject.lemacAigua -- Distribució
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)
upcommons.citation.authorQuevedo, J.; Puig, V.; Cembrano, M.; Blanch, J.; Aguilar, J.; Saporta, D.; Benito, G.; Hedo, M.; Molina, A.
upcommons.citation.publicationNameControl engineering practice

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