A fully data-driven approach for leak localization in water distribution networks
10.23919/ECC54610.2021.9654928
Inclou dades d'ús des de 2022
Cita com:
hdl:2117/362821
Tipus de documentText en actes de congrés
Data publicació2021
EditorInstitute of Electrical and Electronics Engineers (IEEE)
Condicions d'accésAccés obert
Llevat que s'hi indiqui el contrari, els
continguts d'aquesta obra estan subjectes a la llicència de Creative Commons
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Reconeixement-NoComercial-SenseObraDerivada 3.0 Espanya
ProjecteEC-MDM-2PE
Abstract
This paper presents a data-driven technique for the localization of leaks in water distribution networks (WDN). The methodology requires hydraulic data, i.e., pressure measurements from a set of sensors installed throughout the network and topological information. Therefore, the hydraulic model of the WDN is not necessary for its operation. The hydraulic state of the complete set of nodes of the network is approximated by means of a graph-based interpolation technique. Then, a set of candidates where the leak can be located is achieved by comparing the computed states for both the leaky and nominal cases. The methodology is applied to a case study based on a real network, providing and discussing several graphical results and key performance indicators.
Descripció
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CitacióRomero, L. [et al.]. A fully data-driven approach for leak localization in water distribution networks. A: European Control Conference. "ECC 2021: 19th European Control Conference: Rotterdam, The Netherlands, June 29-July 2, 2021: proceedings book". Institute of Electrical and Electronics Engineers (IEEE), 2021, p. 1851-1856. DOI 10.23919/ECC54610.2021.9654928.
Versió de l'editorhttps://ieeexplore.ieee.org/document/9654928
Col·leccions
- IRI - Institut de Robòtica i Informàtica Industrial, CSIC-UPC - Ponències/Comunicacions de congressos [576]
- Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Ponències/Comunicacions de congressos [1.500]
- SAC - Sistemes Avançats de Control - Ponències/Comunicacions de congressos [582]
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2501-A-Fully-Da ... -Distribution-Networks.pdf | 898,2Kb | Visualitza/Obre |