Publication
Multi-leak detection and isolation in water distribution networks
Conference Article
Conference
International Joint Conference on Water Distribution Systems Analysis (WDSA) & Computing And Control In The Water Industry (CCWI) (WDSA - CCWI)
Edition
2022
Doc link
https://drive.google.com/file/d/1rSEbHPDqaYnb2fogcbJz9ybhJw1soWr9/view
File
Abstract
The Water Distribution Networks (WDN) is a complex system that faces the challenge of detecting and locating water leaks in the system as quickly as possible due to the need for an efficient operation that satisfies the growing world demand for water. This paper introduces an entirely data-driven leak detection and localization method based on flow and pressure analysis. The method can be divided into leak detection, where the fusion data of the flow and pressure measurements are studied, thus obtaining the instant where the leak starts and if there is more than one simultaneous leak (multi-leak) occurring in the network. The second part is the leak localization using the fusion of the pressure residues by applying the radial base function (RBF) interpolation to obtain the network zone with the highest probability of the leak. The method is validated using the L-TOWN benchmark proposed at the Battle of the Leakage Detection and Isolation Methods (BattLeDIM) 2020 challenge.
Categories
artificial intelligence.
Author keywords
Leakage detection; Leakage localization; Leakage detection; Water distribution networks (WDN); Radial base function (RBF); Interpolation
Scientific reference
D. Alves, J. Blesa, E. Duviella and L. Rajaoarisoa. Multi-leak detection and isolation in water distribution networks, 2022 International Joint Conference on Water Distribution Systems Analysis (WDSA) & Computing And Control In The Water Industry (CCWI), 2022, Valencia.
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