Applications of machine learning in drinking water quality management: A critical review on water distribution system

Z Li, W Ma, D Zhong, J Ma, Q Zhang, Y Yuan… - Journal of Cleaner …, 2024 - Elsevier
As the final and crucial link in delivering clean water to consumers, the water distribution
system faces the risk of water quality deterioration. Conventional water quality parameter …

Predictive capability of THM models for drinking water treatment and distribution

D Hogue, PB Mirchandani, TH Boyer - Environmental Science: Water …, 2023 - pubs.rsc.org
Research and practice suggest markers of drinking water quality such as trihalomethanes
(THMs), can change during treatment and distribution, potentially elevating health risk of end …

Application of black-box models based on artificial intelligence for the prediction of chlorine and TTHMs in the trunk network of Bogotá, Colombia

L Enriquez, L González… - Journal of …, 2023 - iwaponline.com
The chlorine and total trihalomethane (TTHM) concentrations are sparsely measured in the
trunk network of Bogotá, Colombia, which leads to a high uncertainty level at an operational …

Artificial neural network model for extracting knowledge from the electro‐Fenton process for acid mine wastewater treatment

AK Maurya, PL Narayana, UMR Paturi… - CLEAN–Soil, Air …, 2024 - Wiley Online Library
In this study, artificial neural networks (ANNs) were employed to analyze the complex
interactions between electro‐Fenton (EF) process variables (plate spacing, current intensity …

Carbamazepine Adsorption onto Giant Macroporous Silica and Adaptive Neuro-Fuzzy Inference System Modeling

A Alver, BA Yılmaz, BK Bilican, E Baştürk… - Arabian Journal for …, 2024 - Springer
There is an imperative need to eliminate pharmaceutical residues from aquatic
environments due to their hazardous properties, including toxicity, mutagenicity, and …

Application of Neuro-fuzzy Model for Forecasting Water Quality (Chlorine) in Drinking Water Distribution Systems

AK Dash, SK Pradhan, A Mohanty… - … Conference on Recent …, 2023 - Springer
Disinfecting water with chlorine is crucial for stopping the spread of infectious illnesses. The
managers of water quality system would benefit significantly by predicting the free residual …

Katalitik Ozonlanmanın Doğal Organik Maddenin Yapısına ve Trihalometan Oluşturma Potansiyeline Etkisi

A Alver, A Kılıç - Avrupa Bilim ve Teknoloji Dergisi, 2021 - dergipark.org.tr
Konvansiyonel arıtma prosesleri ile yeterli oranda giderilemeyen sucul ortamdaki doğal
organik maddenin (DOM) dezenfeksiyon/oksidasyon amacıyla kullanılan klorla reaksiyona …

Nano Titanyum Dioksit Eşliğinde Doğal Organik Maddenin Katalitik Ozonlanması

A Alver, E Baştürk - Avrupa Bilim ve Teknoloji Dergisi, 2021 - dergipark.org.tr
Önemli bir bileşeni hümik asitler (HA) olan sulardaki doğal ornaik maddeler (DOM)
uğradıkları fiziksel, kimyasal ve biyolojik değişimler sonucunda arıtma tesislerinde çeşitli …