Publication
A comparison between model-based and data-driven leak localization methods
Conference Article
Conference
IFAC World Congress (IFAC)
Edition
22nd
Pages
737-742
Doc link
https://doi.org/10.1016/j.ifacol.2023.10.1654
File
Abstract
Water networks are crucial infrastructures for the sustainability of modern cities, and hence their proper operation is of great importance. This includes the fast detection, localization and repair of leaks, which may produce major water losses. This paper presents a comparison between two leak localization methods, which belong to opposite categories: model-based and data-driven. To this end, their main characteristics are reviewed, highlighting their differences and advantages/drawbacks, to finally display several results whose discussion allows to draw important conclusions for the future of the research field.
Categories
mathematical programming, optimisation.
Author keywords
leak detection, leak localization, water distribution networks, model-based, data-driven
Scientific reference
L. Romero, J. Blesa, G. Cembrano and V. Puig. A comparison between model-based and data-driven leak localization methods, 22nd IFAC World Congress, 2023, Yokohama, pp. 737-742.
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