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 …
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 …
artificial intelligence (AI) has increasingly demonstrated its potential to solve the challenges …
Can machine language and artificial intelligence revolutionize process automation for water treatment and desalination?
Artificial intelligence (AI) is a powerful tool that is commonly applied in engineering multi-
disciplines owing to its functionality to resolve real-world problems where deterministic …
disciplines owing to its functionality to resolve real-world problems where deterministic …
Advanced control of membrane fouling in filtration systems using artificial intelligence and machine learning techniques: A critical review
This paper critically reviews all artificial intelligence (AI) and machine learning (ML)
techniques for the better control of membrane fouling in filtration processes, with the focus …
techniques for the better control of membrane fouling in filtration processes, with the focus …
[HTML][HTML] Ceramic microfiltration membranes in wastewater treatment: filtration behavior, fouling and prevention
Nowadays, integrated microfiltration (MF) membrane systems treatment is becoming widely
popular due to its feasibility, process reliability, commercial availability, modularity, relative …
popular due to its feasibility, process reliability, commercial availability, modularity, relative …
Artificial neural network modeling and response surface methodology of desalination by reverse osmosis
Response surface methodology (RSM) and artificial neural network (ANN) have been used
to develop predictive models for simulation and optimization of reverse osmosis (RO) …
to develop predictive models for simulation and optimization of reverse osmosis (RO) …
Forecasting stream water temperature using regression analysis, artificial neural network, and chaotic non-linear dynamic models
Stream water temperature is considered both a dominant factor in determining the
longitudinal distribution pattern of aquatic biota and as a general metabolic indicator for the …
longitudinal distribution pattern of aquatic biota and as a general metabolic indicator for the …
Experimental investigation, modeling and optimization of membrane separation using artificial neural network and multi-objective optimization using genetic algorithm
In this work, treatment of oily wastewaters with commercial polyacrylonitrile (PAN)
ultrafiltration (UF) membranes was investigated. In order to do these experiments, the outlet …
ultrafiltration (UF) membranes was investigated. In order to do these experiments, the outlet …
Application of radial basis function artificial neural network to quantify interfacial energies related to membrane fouling in a membrane bioreactor
Efficient quantification of interfacial energy related with membrane fouling represents the
primary interest in membrane bioreactors (MBRs) as interfacial energy determines foulant …
primary interest in membrane bioreactors (MBRs) as interfacial energy determines foulant …