Vibration-based water leakage detection system for public open data platforms

Giaconia, Giuseppe Costantino; Lo Valvo, Fulvio; Ladjery, Karim; Di Puma, Francesco; Falla, Josè; Christou, Ioannis T.; Soldatos, John; Papadakis, Thanasis; Popunkiov, Boian; Alexieva, Daniela; Raykov, Dian

Water Distribution Networks are known to lose a consistent percentage of drinkable water due to the presence of leakages. In this paper it is proposed a solution to detect water leaks consisting of: i) a new sensing equipment able to acoustically monitor the external surface of a newly laid underground pipe; ii) a training of several machine learning models able to analyse the data collected by the new sensing equipment; iii) a user dashboard to give the final user the possibility to monitor the pipe’s condition. The research process included the generation of artificial leakages capable to produce a suitable dataset necessary to properly train machine learning models onto.

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Giaconia, Giuseppe Costantino / Lo Valvo, Fulvio / Ladjery, Karim / et al: Vibration-based water leakage detection system for public open data platforms. 2024. Copernicus Publications.

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Rechteinhaber: Giuseppe Costantino Giaconia et al.

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