AIMC Topic: Water Supply

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Contamination source identification in water distribution networks using convolutional neural network.

Environmental science and pollution research international Nov 19, 2019
Contamination source identification (CSI) is significant for water quality security and social stability when a contamination intrusion event occurs in water distribution systems (WDSs). However, in research, this is an extremely challenging task for...
Water Water Quality Water Supply Neural Networks, Computer Algorithms
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Risk assessment of hybrid rain harvesting system and other small drinking water supply systems by game theory and fuzzy logic modeling.

The Science of the total environment Nov 2, 2019
The complexity and uncertainties affecting drinking water supply systems and threatening hazards require a comprehensive and effective risk assessment to increase the reliability of drinking water safety, especially for small or household systems. Th...
Rain Game Theory Drinking Water Water Supply Reproducibility of Results Risk Assessment China Fuzzy Logic
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Deep learning identifies accurate burst locations in water distribution networks.

Water research Sep 6, 2019
Pipe bursts in water distribution networks lead to considerable water loss and pose risks of bacteria and pollutant contamination. Pipe burst localisation methods help water service providers repair the burst pipes and restore water supply timely and...
Water Supply Deep Learning Water Neural Networks, Computer Algorithms
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Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach.

Computational intelligence and neuroscience Jul 11, 2019
To maintain the serviceability of buildings, the owners need to be informed about the current condition of the water supply and waste disposal systems. Therefore, timely and accurate detection of corrosion on pipe surface is a crucial task. The conve...
Water Supply Corrosion Image Processing, Computer-Assisted Support Vector Machine Machine Learning Algorithms Humans
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A novel framework of multivariate modeling of water distribution network through 3 factorial design and artificial neural network.

Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering Feb 22, 2019
The water distribution network is largely affected by the change in the influencing factors, such as input pressure, demand and supply duration. The change in each parameter requires the extensive design of the network and the interactive effect of t...
Research Design Models, Theoretical Water Supply Neural Networks, Computer Algorithms
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Evaluation of a novel automated water analyzer for continuous monitoring of toxicity and chemical parameters in municipal water supply.

Ecotoxicology and environmental safety Apr 6, 2018
A novel tool, the DAMTA analyzer (Device for Analytical Monitoring and Toxicity Assessment), designed for fully automated toxicity measurements based on luminescent bacteria as well as for concomitant determination of chemical parameters, was develop...
Water Supply Photobacterium Drinking Water Toxicity Tests Equipment Design Italy Environmental Monitoring Robotics Luminescent Measurements Water Pollutants, Chemical
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Physical evolution of the Three Gorges Reservoir using advanced SVM on Landsat images and SRTM DEM data.

Environmental science and pollution research international Mar 15, 2018
The Three Gorges Reservoir (TGR) is one of the largest hydropower reservoirs in the world. However, changes of the important physical characteristics of the reservoir covering pre-, during-, and post- dam have not been well studied. This study analyz...
Farms China Lakes Radar Forests Water Supply Support Vector Machine Remote Sensing Technology
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Ensemble machine learning and forecasting can achieve 99% uptime for rural handpumps.

PloS one Nov 28, 2017
Broken water pumps continue to impede efforts to deliver clean and economically-viable water to the global poor. The literature has demonstrated that customers' health benefits and willingness to pay for clean water are best realized when clean water...
Poverty Water Supply Machine Learning Forecasting
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A Time-Series Water Level Forecasting Model Based on Imputation and Variable Selection Method.

Computational intelligence and neuroscience Nov 9, 2017
Reservoirs are important for households and impact the national economy. This paper proposed a time-series forecasting model based on estimating a missing value followed by variable selection to forecast the reservoir's water level. This study collec...
Water Supply Water Resources Time Factors Environment Design Machine Learning Factor Analysis, Statistical Taiwan Fresh Water Forecasting Algorithms Regression Analysis Weather Water
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The Knowledge Base for Achieving the Sustainable Development Goal Targets on Water Supply, Sanitation and Hygiene.

International journal of environmental research and public health May 27, 2016
Safe drinking water, sanitation, and hygiene (WASH) are fundamental to an improved standard of living. Globally, 91% of households used improved drinking water sources in 2015, while for improved sanitation it is 68%. Wealth disparities are stark, wi...
Sanitation Climate Change Humans Hygiene Water Supply Conservation of Natural Resources Knowledge Bases
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