Review of model-based and data-driven approaches for leak detection and location in water distribution systems

Z Hu, B Chen, W Chen, D Tan, D Shen - Water Supply, 2021 - iwaponline.com
Leak detection and location in water distribution systems (WDSs) is of utmost importance for
reducing water loss, which is, however, a major challenge for water utility companies. To this …

Review of current technologies and proposed intelligent methodologies for water distributed network leakage detection

TK Chan, CS Chin, X Zhong - Ieee Access, 2018 - ieeexplore.ieee.org
Water is a precious resource that should be managed carefully. However, due to leakages in
water distributed networks (WDNs), a large amount of water is lost each year that suggests …

Novel leakage detection and water loss management of urban water supply network using multiscale neural networks

X Hu, Y Han, B Yu, Z Geng, J Fan - Journal of Cleaner Production, 2021 - Elsevier
Due to the acceleration of urbanization, water supply pipe networks often lack the planning.
Using the series number of the pipes as category label will result in too many classification …

[HTML][HTML] Leakage detection in water distribution networks via 1D CNN deep autoencoder for multivariate SCADA data

HM Tornyeviadzi, R Seidu - Engineering Applications of Artificial …, 2023 - Elsevier
Leakages are undesirable events in water distribution networks (WDNs) with mostly
unknown incident time making it extremely difficult to accurately label leaks in distribution …

Data-driven application of MEMS-based accelerometers for leak detection in water distribution networks

S Tariq, B Bakhtawar, T Zayed - Science of The Total Environment, 2022 - Elsevier
Water scarcity is a global concern; 68 countries are facing extremely-high to medium-high
risk of water stress. In this era of crisis, where water conservation is an absolute necessity …

Computational methods for pipeline leakage detection and localization: A review and comparative study

J Sekhavati, SH Hashemabadi, M Soroush - Journal of Loss Prevention in …, 2022 - Elsevier
Pipelines are one of the least expensive means of transporting fluids in long distances and
distributing fluids in large areas and cities. Fluids transported and distributed by pipelines …

Leak detection and localization in water distribution networks using conditional deep convolutional generative adversarial networks

MM Rajabi, P Komeilian, X Wan, R Farmani - Water Research, 2023 - Elsevier
This paper explores the use of 'conditional convolutional generative adversarial
networks'(CDCGAN) for image-based leak detection and localization (LD&L) in water …

[HTML][HTML] Leak detection and localization in water distribution networks: Review and perspective

L Romero-Ben, D Alves, J Blesa, G Cembrano… - Annual Reviews in …, 2023 - Elsevier
In this paper, leak detection and localization in water distribution networks will be reviewed.
In particular, the paper presents the evolution of the methods from model-based towards …

Robust leak localization in water distribution networks using computational intelligence

M Quiñones-Grueiro, MA Milián, MS Rivero, AJS Neto… - Neurocomputing, 2021 - Elsevier
The search for new strategies for leak detection, estimation and localization in Water
Distributions Networks (WDNs) is a state-of-the-art research topic. In this paper, a …

Pressure-leak duality for leak detection and localization in water distribution systems

DB Steffelbauer, J Deuerlein, D Gilbert… - Journal of Water …, 2022 - ascelibrary.org
Water utilities are challenged to reduce their water losses through detecting, localizing, and
repairing leaks as quickly as possible in their aging distribution systems. In this work, we …