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 …
reducing water loss, which is, however, a major challenge for water utility companies. To this …
Data-driven approaches and model-based methods for detecting and locating leaks in water distribution systems: a literature review
W Nimri, Y Wang, Z Zhang, C Deng… - Neural Computing and …, 2023 - Springer
Water distribution systems are made up of interconnected components that should allow
water systems to meet demand, but leaks can waste enough water to limit supply. To limit …
water systems to meet demand, but leaks can waste enough water to limit supply. To limit …
Leak localization in water distribution networks using a mixed model-based/data-driven approach
This paper proposes a new method for leak localization in water distribution networks
(WDNs). In a first stage, residuals are obtained by comparing pressure measurements with …
(WDNs). In a first stage, residuals are obtained by comparing pressure measurements with …
An iterative method for leakage zone identification in water distribution networks based on machine learning
J Chen, X Feng, S Xiao - Structural Health Monitoring, 2021 - journals.sagepub.com
For leakage identification in water distribution networks, if each node is used as a category
label of the classifier model, the accuracy of the classifier model will be low because of …
label of the classifier model, the accuracy of the classifier model will be low because of …
Robust data-driven leak localization in water distribution networks using pressure measurements and topological information
D Alves, J Blesa, E Duviella, L Rajaoarisoa - Sensors, 2021 - mdpi.com
This article presents a new data-driven method for locating leaks in water distribution
networks (WDNs). It is triggered after a leak has been detected in the WDN. The proposed …
networks (WDNs). It is triggered after a leak has been detected in the WDN. The proposed …
Multi-objective optimization of pressure sensor location for burst detection and network calibration
This paper proposes a methodology to determine the optimal location of pressure sensors
for the simultaneous calibration of the hydraulic network model and the detection of pipe …
for the simultaneous calibration of the hydraulic network model and the detection of pipe …
Time-series-based leakage detection using multiple pressure sensors in water distribution systems
Y Shao, X Li, T Zhang, S Chu, X Liu - Sensors, 2019 - mdpi.com
Leak detection is nowadays an important task for water utilities as leakages in water
distribution systems (WDS) increase economic costs significantly and create water resource …
distribution systems (WDS) increase economic costs significantly and create water resource …
Optimal sensor placement for leak location in water distribution networks using evolutionary algorithms
MV Casillas, LE Garza-Castañón, V Puig - Water, 2015 - mdpi.com
In this paper, a sensor placement approach to improve the leak location in water distribution
networks is proposed when the leak signature space (LSS) method is used. The sensor …
networks is proposed when the leak signature space (LSS) method is used. The sensor …
On-line leakage detection in buried tap water distribution pipes using distributed temperature sensing
Q Wang, X Gu, Z Zhang, Z Long… - Journal of Pipeline …, 2022 - ascelibrary.org
The aim of this study was to test the feasibility of the distributed temperature sensing (DTS)
method, which is based on Raman scattering, for detecting small leakages of tap water …
method, which is based on Raman scattering, for detecting small leakages of tap water …
Leakage identification in water distribution networks with error tolerance capability
X Xie, D Hou, X Tang, H Zhang - Water Resources Management, 2019 - Springer
Leakages in water distribution networks have caused considerable waste of water
resources. Thus, this study proposes a novel method for hydraulically monitoring and …
resources. Thus, this study proposes a novel method for hydraulically monitoring and …