Hybrid Transient-Machine Learning Methodology for Leak Detection in Water Transmission Mains

Hybrid Transient-Machine Learning Methodology for Leak Detection in Water Transmission Mains

This contribution proposes a hybrid approach integrating transient test-based techniques with machine learning for automatic leak detection in water transmission mains. Transient numerical simulations calibrated using experimental tests are used to develop a data-driven method based on neural networ...

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Bibliographic Details
Main Authors: Caterina Capponi, Andrea Menapace, Silvia Meniconi, Daniele Dalla Torre, Maurizio Tavelli, Maurizio Righetti, Bruno Brunone
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Engineering Proceedings
Subjects:
transmission mains
pressure transient
anomaly detection
experimental tests
machine learning
Online Access:https://www.mdpi.com/2673-4591/69/1/142
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