[HTML][HTML] Water Leak Detection: A Comprehensive Review of Methods, Challenges, and Future Directions
E Farah, I Shahrour - Water, 2024 - mdpi.com
This paper provides a comprehensive review of the methods and techniques developed for
detecting leaks in water distribution systems, with a focus on highlighting their strengths …
detecting leaks in water distribution systems, with a focus on highlighting their strengths …
Supervised machine learning approaches for leak localization in water distribution systems: Impact of complexities of leak characteristics
L Basnet, D Brill, R Ranjithan… - Journal of Water …, 2023 - ascelibrary.org
Localizing pipe leaks is a significant challenge for water utilities worldwide. Pipe leaks in
water distribution systems (WDSs) can cause the loss of a large amount of treated water …
water distribution systems (WDSs) can cause the loss of a large amount of treated water …
A probabilistic digital twin for leak localization in water distribution networks using generative deep learning
Localizing leakages in large water distribution systems is an important and ever-present
problem. Due to the complexity originating from water pipeline networks, too few sensors …
problem. Due to the complexity originating from water pipeline networks, too few sensors …
Multiobjective wrapper sampling design for leak detection of pipe networks based on machine learning and transient methods
AH Ayati, A Haghighi - Journal of Water Resources Planning and …, 2023 - ascelibrary.org
This study introduces a novel sampling design (SD) method for hybrid Machine
Learning/Transient-Based (ML/TB) leak detection of pipe networks. The proposed technique …
Learning/Transient-Based (ML/TB) leak detection of pipe networks. The proposed technique …
Fractal Characteristics of Water Outflows on the Soil Surface after a Pipe Failure
M Iwanek, P Suchorab - Water, 2024 - mdpi.com
Water pipe failures result in real water losses in the form of water outflowing into the porous
medium, such as the surrounding soil. Such an outflow may result in the creation of suffosion …
medium, such as the surrounding soil. Such an outflow may result in the creation of suffosion …
Online leakage detection system based on EWMA-enhanced Tukey method for water distribution systems
Real-time leakage detection based on pressure and flow data has become increasingly
essential for water distribution systems (WDSs). Recent data-driven leakage detection …
essential for water distribution systems (WDSs). Recent data-driven leakage detection …
Detailed leak localization in water distribution networks using random forest classifier and pipe segmentation
In this paper, a Random Forest classifier was used to predict leak locations for two differently
sized water distribution networks based on pressure sensor measurements. The prediction …
sized water distribution networks based on pressure sensor measurements. The prediction …
Assessment of ERA5-land data in medium-term drinking water demand modelling with deep learning
Drinking water demand modelling and forecasting is a crucial task for sustainable
management and planning of water supply systems. Despite many short-term investigations …
management and planning of water supply systems. Despite many short-term investigations …
Particle Filtering SLAM algorithm for urban pipe leakage detection and localization
H Zhang, Z Ding, L Zhou, D Wang - Wireless Networks, 2024 - Springer
Aiming at the problem of detecting and locating the leakage position of urban pipelines, an
underwater navigation and positioning method combining the jet link inertial navigation …
underwater navigation and positioning method combining the jet link inertial navigation …
A fault-injection-based approach to leak localization in water distribution networks using an ensemble model of Bayesian classifiers
Leak localization in water distribution networks (WDNs) is essential to water management
systems. Developing a reliable and robust leak localization technique is crucial for reducing …
systems. Developing a reliable and robust leak localization technique is crucial for reducing …