Water Leakage Pre-Localization in Drinking Water Networks via the Cosmic-Ray Neutron Sensing Technique
Water leaks in drinking water networks contribute significantly to water losses and pose challenges to infrastructure sustainability. This study introduces a novel approach using Cosmic-Ray Neutron Sensing (CRNS) for pre-localizing leaks. We present a CRNS-based roving system that can detect the neu...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-09-01
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| Series: | Engineering Proceedings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-4591/69/1/157 |
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| Summary: | Water leaks in drinking water networks contribute significantly to water losses and pose challenges to infrastructure sustainability. This study introduces a novel approach using Cosmic-Ray Neutron Sensing (CRNS) for pre-localizing leaks. We present a CRNS-based roving system that can detect the neutrons and muons produced by cosmic rays, providing real-time, below-ground water content data while addressing local variations. These data are analyzed using a one-class Support Vector Machine trained in an unsupervised manner. Finally, a brief overview of a proof of concept of the method conducted in a water district in Northern Italy is shown, highlighting preliminary results alongside some limitations. |
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| ISSN: | 2673-4591 |