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A fully data-driven approach for leak localization in water distribution networks

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2501-A-Fully-Data-Driven-Approach-for-Leak-Localization-in-Water-Distribution-Networks.pdf (898,2Kb)
 
10.23919/ECC54610.2021.9654928
 
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Romero Ben, LuisMés informacióMés informació
Puig Cayuela, VicençMés informacióMés informacióMés informació
Cembrano Gennari, GabrielaMés informacióMés informació
Blesa Izquierdo, JoaquimMés informacióMés informacióMés informació
Meseguer Amela, Jordi
Document typeConference report
Defense date2021
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
ProjectEC-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.
Description
© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
CitationRomero, 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. 
URIhttp://hdl.handle.net/2117/362821
DOI10.23919/ECC54610.2021.9654928
Publisher versionhttps://ieeexplore.ieee.org/document/9654928
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  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Ponències/Comunicacions de congressos [1.451]
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