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Validation and reconstruction of flow meter data in the Barcelona water distribution network
Molina, A.; Quevedo Casín, Joseba Jokin; Puig Cayuela, Vicenç; Cembrano Gennari, Gabriela; Blanch i Font, Jordi; Aguilar, J.; Saporta, D.; Benito, G.; Hedo, M.
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. Institut de Robòtica i Informàtica Industrial
This 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.
2012-05-11
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
Remote control
Flow meter industry
Water -- Distribution
Telecontrol
Aigua -- Distribució
Open Access
Article
         

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