[HTML][HTML] Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer
Leakage in water distribution systems is a significant problem worldwide, leading to wastage
of water resources, compromised water quality and excess energy consumption. Leakage …
of water resources, compromised water quality and excess energy consumption. Leakage …
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 …
Micro hydro power generation in water distribution networks through the optimal pumps-as-turbines sizing and control
Sustainable use of water and energy sources is a crucial challenge for smart and resilient
urban water infrastructure. At this aim, this study presents a methodology for implementing …
urban water infrastructure. At this aim, this study presents a methodology for implementing …
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data
Sustainable management of water resources is a key challenge nowadays and in the future.
Water distribution systems have to ensure fresh water for all users in an increasing demand …
Water distribution systems have to ensure fresh water for all users in an increasing demand …
An ensemble neural network model to forecast drinking water consumption
A reliable short-term forecasting model is fundamental to managing a water distribution
system properly. This study addresses the problem of the efficient development of a deep …
system properly. This study addresses the problem of the efficient development of a deep …
Graph neural networks for pressure estimation in water distribution systems
Pressure and flow estimation in water distribution networks (WDNs) allows water
management companies to optimize their control operations. For many years, mathematical …
management companies to optimize their control operations. For many years, mathematical …
Employing demand prediction in pump as turbine plant design regarding energy recovery enhancement
Abstract Nowadays, Pump as Turbine (PAT) technology is broadly accepted as a proper
renewable generation tool, especially in small capacities. PAT plant design is dependent on …
renewable generation tool, especially in small capacities. PAT plant design is dependent on …
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 …
How does missing data imputation affect the forecasting of urban water demand?
Nowadays, drinking water demand forecasting has become fundamental to efficiently
manage water distribution systems. With the growth of accessible data and the increase of …
manage water distribution systems. With the growth of accessible data and the increase of …
Optimal pressure management in water distribution systems: efficiency indexes for volumetric cost performance, consumption and linear leakage measurements
RP Mathye, M Scholz, S Nyende-Byakika - Water, 2022 - mdpi.com
Water is a finite resource and should be given the attention it deserves to reduce its
depletion through leakages in pipe systems. The authors implemented pressure …
depletion through leakages in pipe systems. The authors implemented pressure …