AIMC Topic: Water Supply

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Predicting few disinfection byproducts in the water distribution systems using machine learning models.

Environmental science and pollution research international Jan 20, 2025
Concerns regarding disinfection byproducts (DBPs) in drinking water persist, with measurements in water treatment plants (WTPs) being relatively easier than those in water distribution systems (WDSs) due to accessibility challenges, especially during...
Trihalomethanes Drinking Water Water Supply Ontario Water Pollutants, Chemical Disinfection Disinfectants Machine Learning Water Purification Neural Networks, Computer
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Interpretable deep learning for acoustic leak detection in water distribution systems.

Water research Dec 31, 2024
Leak detection is crucial for ensuring the safety of water systems and conserving water resources. However, current research on machine learning methods for leak detection focuses excessively on model development while neglecting model interpretabili...
Water Supply Deep Learning Acoustics Neural Networks, Computer Algorithms
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Network embedding: The bridge between water distribution network hydraulics and machine learning.

Water research Dec 19, 2024
Machine learning has been increasingly used to solve management problems of water distribution networks (WDNs). A critical research gap, however, remains in the effective incorporation of WDN hydraulic characteristics in machine learning. Here we pre...
Machine Learning Water Supply Algorithms Water
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Making waves: The potential of generative AI in water utility operations.

Water research Dec 7, 2024
Water utilities facing increasingly complex infrastructure and operations stand to significantly benefit from artificial intelligence (AI). Current research in water distribution systems engineering primarily focuses on Specialized AI, which plays a ...
Artificial Intelligence Water Supply
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Deployment of intelligent irrigation monitoring system with Android app for machine learning prediction.

Environmental monitoring and assessment Nov 21, 2024
Water is a fundamental necessity for humans and a critical resource in agriculture. However, water scarcity poses a significant challenge, especially considering that agriculture accounts for a substantial portion of freshwater usage. The inadequate ...
Mobile Applications Environmental Monitoring Water Supply Machine Learning Agricultural Irrigation Agriculture Soil
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Fuzzy multi-objective optimization for sustainable agricultural water management of irrigation networks.

Journal of environmental management Nov 20, 2024
Sustainable water resource management in arid and water deficit regions requires optimal use of water resources due to competition among different water sectors. The purpose of this study is to model uncertainties in economic and hydro-climatic varia...
Models, Theoretical Groundwater Agriculture Nitrates Fertilizers Fuzzy Logic Agricultural Irrigation Water Supply Iran
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Explainable artificial intelligence for reliable water demand forecasting to increase trust in predictions.

Water research Nov 9, 2024
The "EU Artificial Intelligence Act" sets a framework for the implementation of artificial intelligence (AI) in Europe. As a legal assessment reveals, AI applications in water supply systems are categorised as high-risk AI if a failure in the AI appl...
Models, Theoretical Machine Learning Artificial Intelligence Water Supply Forecasting
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Acoustic leak localization for water distribution network through time-delay-based deep learning approach.

Water research Oct 9, 2024
Water leakage within water distribution networks (WDNs) presents significant challenges, encompassing infrastructure damage, economic losses, and public health risks. Traditional methods for leak localization based on acoustic signals encounter inher...
Deep Learning Signal-To-Noise Ratio Water Supply Water Acoustics
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Integrated water resource management in the Segura Hydrographic Basin: An artificial intelligence approach.

Journal of environmental management Oct 1, 2024
Managing resources effectively in uncertain demand, variable availability, and complex governance policies is a significant challenge. This paper presents a paradigmatic framework for addressing these issues in water management scenarios by integrati...
Hydrology Water Resources Spain Water Supply Models, Theoretical Artificial Intelligence Algorithms
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Development of a machine learning model to support low cost real-time Legionella monitoring in premise plumbing systems.

Water research Sep 30, 2024
Legionella pneumophila (L. pneumophila) is a pathogenic bacterium primarily known for causing Legionnaires' Disease which is known for high mortality rates, particularly in the elderly. With caseloads continuing to increase, further research is neede...
Water Microbiology Legionella Water Supply Legionella pneumophila Environmental Monitoring Amoeba Machine Learning Water Quality
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