Application of machine learning to leakage detection of fluid pipelines in recent years: A review and prospect

J Chen, X Wu, Z Jiang, Q Li, L Zhang, J Chu, Y Song… - Measurement, 2025 - Elsevier
Pipelines are the most efficient means of transporting water, oil, gas, and other fluids.
Nevertheless, the occurrence of pipeline leaks can lead to significant resource wastage and …

[HTML][HTML] Assessment of Criticality in Water Distribution Networks via Complex Network Theory

J Alaggio, D Barros, B Brentan, S Carpitella, M Herrera… - Processes, 2025 - mdpi.com
Water distribution networks (WDNs), which are responsible for delivering water of adequate
quantity and quality, are vulnerable to threats such as leaks, pipe breaks, and contaminant …

[HTML][HTML] A Convolutional Graph Neural Network Model for Water Distribution Network Leakage Detection Based on Segment Feature Fusion Strategy

X Li, Y Wu - Water, 2024 - mdpi.com
In this study, an innovative leak detection model based on Convolutional Graph Neural
Networks (CGNNs) is proposed to enhance response speed during pipeline bursts and to …

[HTML][HTML] An Analysis of Water Leakages in Series Pipelines Using the Rigid Column Model

VS Fuertes-Miquel, OE Coronado-Hernández… - Fluids, 2024 - mdpi.com
Water leakages are assessed with an extended period simulation (traditional analysis) in
water distribution networks. However, when rapid manoeuvres regulate valves, the …

[HTML][HTML] Assessing the Environmental and Economic Footprint of Leakages in Water Distribution Networks

AV Serafeim, A Perdios, NT Fourniotis… - … and Earth Sciences …, 2025 - mdpi.com
All urban and agricultural water distribution networks (WDNs), irrespective of their physical
and operational characteristics, encounter substantial leakages which result in significant …

[PDF][PDF] Desempenho de mapas auto-organizáveis em agrupamento de nós de diferentes redes de distribuição de água visando a setorização

LLD Lara, FGB da Silva, PMG Silva, SCR Alves… - files.abrhidro.org.br
Um dos maiores desafios nas redes de distribuição de água são as perdas provenientes de
vazamentos nas tubulações. Os vazamentos são inerentes nos sistemas de distribuição de …