Artificial intelligence-incorporated membrane fouling prediction for membrane-based processes in the past 20 years: A critical review

C Niu, X Li, R Dai, Z Wang - Water Research, 2022 - Elsevier
Membrane fouling is one of major obstacles in the application of membrane technologies.
Accurately predicting or simulating membrane fouling behaviours is of great significance to …

Membrane technology for energy saving: principles, techniques, applications, challenges, and prospects

AI Osman, Z Chen, AM Elgarahy… - Advanced Energy …, 2024 - Wiley Online Library
Membrane technology emerges as a transformative solution for global challenges, excelling
in water treatment, gas purification, and waste recycling. This comprehensive review …

[HTML][HTML] Recent desalination technologies by hybridization and integration with reverse osmosis: A review

JJ Feria-Díaz, F Correa-Mahecha, MC López-Méndez… - Water, 2021 - mdpi.com
Reverse osmosis is the leading technology for desalination of brackish water and seawater,
important for solving the growing problems of fresh water supply. Thermal technologies such …

A novel method integrating response surface method with artificial neural network to optimize membrane fabrication for wastewater treatment

B Li, R Yue, L Shen, C Chen, R Li, Y Xu… - Journal of Cleaner …, 2022 - Elsevier
Develo** high performance membranes is an urgent need to resolve water pollution
problem. Electroless nickel plating (ENP) has been emerging as a promising membrane …

Research on the factors influencing nanofiltration membrane fouling and the prediction of membrane fouling

W Zheng, Y Chen, X Xu, X Peng, Y Niu, P Xu… - Journal of Water Process …, 2024 - Elsevier
The issue of membrane fouling poses a significant challenge to the extensive adoption of
nanofiltration membrane technology in public water supply systems. The occurrence of …

A comprehensive review of Design of experiment (DOE) for water and wastewater treatment application-Key concepts, methodology and contextualized application

BCY Lee, MS Mahtab, TH Neo, IH Farooqi… - Journal of Water …, 2022 - Elsevier
Abstract Design of experiment (DOE) is a robust design methodology that can be used to
solve various water engineering problems. It aims to obtain the maximal results from data …

Recent advances in nanofiltration-based hybrid processes

TZ Jia, MY Rong, CT Chen, WF Yong, SK Lau, RF Zhou… - Desalination, 2023 - Elsevier
As a kind of pressure-driven membranes, the nanofiltration (NF) membrane and process can
separate molecules and ions with different molecular weights and valences, which are well …

Artificial neural network and response surface methodology for modeling reverse osmosis process in wastewater treatment

SM Alardhi, AD Salman, SJM Breig, AA Jaber… - Journal of Industrial and …, 2024 - Elsevier
The reverse osmosis (RO) process is widely utilized to reduce highly hazardous chemicals
in wastewater, resulting in decreased electrical conductivity and enhanced usability …

[HTML][HTML] Progress in research and application of nanofiltration (nf) technology for brackish water treatment

J Tian, X Zhao, S Gao, X Wang, R Zhang - Membranes, 2021 - mdpi.com
Brackish water is a potential fresh water resource with lower salt content than seawater.
Desalination of brackish water is an important option to alleviate the prevalent water crisis …

Performance optimisation of forward-osmosis membrane system using machine learning for the treatment of textile industry wastewater

K Aghilesh, A Mungray, S Agarwal, J Ali… - Journal of Cleaner …, 2021 - Elsevier
Forward osmosis (FO) is an emerging low energy membrane-based technology and can be
applied if the diluted draw solution (DS) is directly utilized without additional …