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Extended-horizon analysis of pressure sensitivities for leak detection in water distribution networks: Application to the Barcelona Network
Casillas, Myrna V.; Garza Castañón, Luís Eduardo; Puig Cayuela, Vicenç
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
In this paper, a new approach for leak detection in water networks is proposed which considers an extended time horizon analysis of pressure sensitivities. Previous works based on pressure sensitivities analysis were developed by considering time instant evaluation. This fact makes them very sensitive to demand changes and noise in measurements. The proposed approach has been combined with five detection methods: the first is the binarization method, the second, third and fourth are based on the analysis of vectors with methods of correlation, vector angle and Euclidean distance respectively, and finally, the fifth is based on the least square optimization method. Another contribution of this paper is the performance comparison between the five detection methods in presence of single leaks in scenarios with noise in measurements and demands in each node. Results showed that in most of the methods efficiency is high, being the best the vector angle method, with efficiencies higher than 96%. The correlation and optimization method had similar behaviors with efficiencies superior to 90%. Finally, the binarization method is effective only in some scenarios but in presence of noise has a poor performance.
Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Política i gestió ambiental::Gestió de l'aigua
Drinking water -- Automatic control
FDI for nonlinear Systems
Structural analysis and residual evaluation methods
Computational methods for FDI
Aigua -- Abastament -- Control
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