Artificial intelligence-incorporated membrane fouling prediction for membrane-based processes in the past 20 years: A critical review
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 …
Accurately predicting or simulating membrane fouling behaviours is of great significance to …
Artificial neural network modeling of wastewater treatment and desalination using membrane processes: A review
The freshwater scarcity is causing a major challenge due to the growing global population.
The brackish water and seawater are the biggest sources of water on the planet. Therefore …
The brackish water and seawater are the biggest sources of water on the planet. Therefore …
A review on membrane fouling prediction using artificial neural networks (ANNs)
Membrane fouling is a major hurdle to effective pressure-driven membrane processes, such
as microfiltration (MF), ultrafiltration (UF), nanofiltration (NF), and reverse osmosis (RO) …
as microfiltration (MF), ultrafiltration (UF), nanofiltration (NF), and reverse osmosis (RO) …
Advances in forward osmosis (FO) technology for enhanced efficiency and output: A critical review
Freshwater scarcity is one of the most important issues facing the world today. To address
this issue, processes have been developed to purify and desalinate water at an industrial …
this issue, processes have been developed to purify and desalinate water at an industrial …
A review on applications of artificial intelligence in wastewater treatment
In recent years, artificial intelligence (AI), as a rapidly developing and powerful tool to solve
practical problems, has attracted much attention and has been widely used in various areas …
practical problems, has attracted much attention and has been widely used in various areas …
A review on state-of-the-art applications of data-driven methods in desalination systems
The substitution of conventional mathematical models with fast and accurate modeling tools
can result in the further development of desalination technologies and tackling the need for …
can result in the further development of desalination technologies and tackling the need for …
Qatar desalination research: An overview
As freshwater scarcity has intensified in Qatar, seawater desalination has been established
as a strategic and prominent industry. This study thoroughly analyzes the current status of …
as a strategic and prominent industry. This study thoroughly analyzes the current status of …
Artificial neural network modeling for the prediction, estimation, and treatment of diverse wastewaters: A comprehensive review and future perspective
The application of artificial neural networks (ANNs) in the treatment of wastewater has
achieved increasing attention, as it enhances the efficiency and sustainability of wastewater …
achieved increasing attention, as it enhances the efficiency and sustainability of wastewater …
Fouling in membrane filtration for juice processing
C Lu, Y Bao, JY Huang - Current Opinion in Food Science, 2021 - Elsevier
Highlights•Membrane fouling reduces permeate flux and process efficiency of juice
filtration.•Membrane fouling is a complex process characterized by four main mechanisms.• …
filtration.•Membrane fouling is a complex process characterized by four main mechanisms.• …
Optimization and prediction of lead removal from aqueous solution using FO–MD hybrid process: statistical and artificial intelligence analysis
Heavy metals (HMs) has become one of the most serious pollutants that are harmful to the
environment and ecology. This paper focused on the removal of lead contaminant from …
environment and ecology. This paper focused on the removal of lead contaminant from …