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Smart city article details
| Title | Vibration-Based Water Leakage Detection System For Public Open Data Platforms |
|---|---|
| ID_Doc | 61079 |
| Authors | Giaconia G.C.; Valvo F.L.; Ladjery K.; Di Puma F.; Falla J.; Christou I.T.; Soldatos J.; Papadakis T.; Popunkiov B.; Alexieva D.; Raykov D. |
| Year | 2024 |
| Published | International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 48, 4/W10-2024 |
| DOI | http://dx.doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-71-2024 |
| Abstract | 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. © Author(s) 2024. CC BY 4.0 License. |
| Author Keywords | Leakage Detection; MEMS; Smart Cities; Vibration |
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