Recent advances in artificial intelligence and machine learning for nonlinear relationship analysis and process control in drinking water treatment: A review

L Li, S Rong, R Wang, S Yu - Chemical Engineering Journal, 2021 - Elsevier
Because of its robust autonomous learning and ability to address complex problems,
artificial intelligence (AI) has increasingly demonstrated its potential to solve the challenges …

Application of (LC/) MS/MS precursor ion scan for evaluating the occurrence, formation and control of polar halogenated DBPs in disinfected waters: a review

M Yang, X Zhang, Q Liang, B Yang - Water research, 2019 - Elsevier
Water disinfection can result in the unintended formation of halogenated disinfection
byproducts (DBPs), which have been the subject of intensive investigation over the past 40 …

Magnetic covalent-organic frameworks for the simultaneous extraction of eleven emerging aromatic disinfection byproducts in water samples coupled with UHPLC …

S Li, J Ma, G Wu, J Li, X Wang, L Chen - Journal of Hazardous Materials, 2022 - Elsevier
A simple method based on magnetic solid-phase extraction (MSPE) was developed for the
simultaneous extraction of eleven emerging aromatic disinfection byproducts (DBPs) in …

Low chlorine impurity might be beneficial in chlorine dioxide disinfection

J Han, X Zhang, W Li, J Jiang - Water research, 2021 - Elsevier
Chlorine dioxide (ClO 2) is a prevalently used disinfectant alternative to chlorine, due to its
effectiveness in pathogen inactivation and low yields of organic halogenated disinfection …

Characterization of algal organic matter as precursors for carbonaceous and nitrogenous disinfection byproducts formation: comparison with natural organic matter

XX Wang, BM Liu, MF Lu, YP Li, YY Jiang… - Journal of …, 2021 - Elsevier
Algal organic matter (AOM) and natural organic matter (NOM) from a typical eutrophic lake
were comprehensively investigated in terms of their physico-chemical property, components …

Occurrence of dissolved black carbon in source water and disinfection byproducts formation during chlorination

H Chen, J Wang, X Zhao, Y Wang, Z Huang… - Journal of Hazardous …, 2022 - Elsevier
Dissolved black carbon (DBC), the water-soluble component of black carbon, which is
formed by incomplete combustion of fossil fuels or biochar, takes up about 10% of dissolved …

Experiments and machine learning-based modeling for haloacetic acids rejection by nanofiltration: Influence of solute properties and operating conditions

F Wang, W Wang, H Wang, Z Zhao, T Zhou… - Science of the Total …, 2023 - Elsevier
Because of potential risks to public health, the presence of haloacetic acids (HAAs) in
drinking water is a major concern. Nanofiltration (NF) has shown potential for HAAs …

Volatile DBPs contributed marginally to the developmental toxicity of drinking water DBP mixtures against Platynereis dumerilii

Y Li, J Jiang, W Li, X Zhu, X Zhang, F Jiang - Chemosphere, 2020 - Elsevier
Halogenated disinfection byproducts (DBPs) are formed during chlorine disinfection of
drinking water. The complicated natural organic matter in source water causes the formation …

Applications of Artificial Intelligence (AI) in Drinking Water Treatment Processes: Possibilities

S Chowdhury, T Karanfil - Chemosphere, 2024 - Elsevier
In water treatment processes (WTPs), artificial intelligence (AI) based techniques,
particularly machine learning (ML) models have been increasingly applied in decision …

Performance of microbubble ozonation on treated tropical peat water: Effects on THM4 and HAA5 precursor formation based on DOM hydrophobicity fractions

M Qadafi, S Notodarmojo, Y Zevi - Chemosphere, 2021 - Elsevier
The hydrophobicity properties of dissolved organic matter (DOM) found in tropical peat water
has an impact on the formation of carcinogenic DBPs such as trihalomethanes-4 (THM4) …