AIMC Topic: Water Supply

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Making Waves: Towards data-centric water engineering.

Water research Apr 8, 2024
Artificial intelligence (AI) is expected to transform many scientific disciplines, with the potential to significantly accelerate scientific discovery. This perspective calls for the development of data-centric water engineering to tackle water chall...
Engineering Artificial Intelligence Water Water Supply
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Evaluation of water resources security in Anhui Province based on GA-BP model.

Environmental science and pollution research international Apr 4, 2024
Water resources security is an important cornerstone of regional sustainable development, but the current evaluation system of water resources security is not scientific, and the measurement of safety level has not been optimized by combining algorit...
Algorithms China Water Supply Neural Networks, Computer Water Resources Principal Component Analysis Conservation of Natural Resources
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A fuzzy interval dynamic optimization model for surface and groundwater resources allocation under water shortage conditions, the case of West Azerbaijan Province, Iran.

Environmental science and pollution research international Mar 18, 2024
The allocation of water in areas which face shortage of water especially during hot dry seasons is of utmost importance. This is normally affected by various factors, the management of which takes a lot of time and energy with efforts falling inferti...
Resource Allocation Azerbaijan Water Resources Groundwater Fuzzy Logic Iran Water Supply Water Models, Theoretical
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A novel method for multi-pollutant monitoring in water supply systems using chemical machine vision.

Environmental science and pollution research international Mar 6, 2024
Drinking water is vital for human health and life, but detecting multiple contaminants in it is challenging. Traditional testing methods are both time-consuming and labor-intensive, lacking the ability to capture abrupt changes in water quality over ...
Water Pollutants, Chemical Arsenic Machine Learning Environmental Monitoring Water Supply Water Quality Drinking Water Cadmium
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The insightful water quality analysis and predictive model establishment via machine learning in dual-source drinking water distribution system.

Environmental research Feb 16, 2024
Dual-source drinking water distribution systems (DWDS) over single-source water supply systems are becoming more practical in providing water for megacities. However, the more complex water supply problems are also generated, especially at the hydrau...
Machine Learning Models, Theoretical Water Supply Trihalomethanes Water Quality Water Pollutants, Chemical Drinking Water Chlorine
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A review of graph and complex network theory in water distribution networks: Mathematical foundation, application and prospects.

Water research Feb 3, 2024
Graph theory (GT) and complex network theory play an increasingly important role in the design, operation, and management of water distribution networks (WDNs) and these tasks were originally often heavily dependent on hydraulic models. Facing the ge...
Water Supply Neural Networks, Computer Water
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Real-time water quality prediction in water distribution networks using graph neural networks with sparse monitoring data.

Water research Dec 14, 2023
Ensuring the safety and reliability of drinking water supply requires accurate prediction of water quality in water distribution networks (WDNs). However, existing hydraulic model-based approaches for system state prediction face challenges in model ...
Water Quality Water Supply Neural Networks, Computer Reproducibility of Results
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Domain-informed variational neural networks and support vector machines based leakage detection framework to augment self-healing in water distribution networks.

Water research Dec 6, 2023
The reduction of water leakage is essential for ensuring sustainable and resilient water supply systems. Despite recent investments in sensing technologies, pipe leakage remains a significant challenge for the water sector, particularly in developed ...
Water Supply Reproducibility of Results Support Vector Machine Neural Networks, Computer
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Anaerobic Digestion as a Core Technology in Addressing the Global Sanitation Crisis: Challenges and Opportunities.

Environmental science & technology Nov 13, 2023
Successfully addressing the complex global sanitation problem is a massive undertaking. Anaerobic digestion (AD), coupled with post-treatment, has been identified as a promising technology to contribute to meeting this goal. It offers multiple benefi...
Anaerobiosis Artificial Intelligence Sanitation Technology Water Water Supply
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A Probabilistic Digital Twin for Leak Localization in Water Distribution Networks Using Generative Deep Learning.

Sensors (Basel, Switzerland) Jul 5, 2023
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, and noisy measurements, this is a highly challenging problem to solve. ...
Bayes Theorem Deep Learning Neural Networks, Computer Water Supply Models, Statistical
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