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 …
Novel approach for burst detection in water distribution systems based on graph neural networks
Sustainable management of water resources is a key challenge for the well-being and
security of current and future society worldwide. In this regard, water utilities have to ensure …
security of current and future society worldwide. In this regard, water utilities have to ensure …
Leak localization in water distribution networks using pressure and data-driven classifier approach
Leaks in water distribution networks (WDNs) are one of the main reasons for water loss
during fluid transportation. Considering the worldwide problem of water scarcity, added to …
during fluid transportation. Considering the worldwide problem of water scarcity, added to …
[HTML][HTML] A digital twin of a water distribution system by using graph convolutional networks for pump speed-based state estimation
Water distribution system monitoring is currently carried out using advanced real-time
control technologies to achieve a higher operational efficiency. Data analysis techniques …
control technologies to achieve a higher operational efficiency. Data analysis techniques …
Tuning ANN hyperparameters for forecasting drinking water demand
The evolution of smart water grids leads to new Big Data challenges boosting the
development and application of Machine Learning techniques to support efficient and …
development and application of Machine Learning techniques to support efficient and …
Calibration procedure for water distribution systems: Comparison among hydraulic models
Proper hydraulic simulation models, which are fundamental to analyse a water distribution
system, require a calibration procedure. This paper proposes a multi-objective procedure to …
system, require a calibration procedure. This paper proposes a multi-objective procedure to …
Speed and pressure controls of pumps-as-turbines installed in branch of water-distribution network subjected to highly variable flow rates
The use of Pumps-as-Turbines (PaTs) to replace hydraulic turbines as energy-recovery units
in industrial and civil applications is widening the penetration of hydropower in small-scale …
in industrial and civil applications is widening the penetration of hydropower in small-scale …
An artificial intelligence approach for managing water demand in water supply systems
Water demand management is essential for water utilities, which have the critical task of
supplying drinking water from water sources to end-users through the distribution network …
supplying drinking water from water sources to end-users through the distribution network …
[HTML][HTML] Graph neural networks for sensor placement: A proof of concept towards a digital twin of water distribution systems
Urban water management faces new challenges due to the rise of digital solutions and
abundant data, leading to the development of data-centric tools for decision-making in …
abundant data, leading to the development of data-centric tools for decision-making in …
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 …