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 of membrane wettability for the treatment of saline water deploying membrane distillation
Membrane distillation (MD) is an alternative membrane technology that offers the capacity to
treat highly saline water including industrial wastewater, seawater, brine water from other …
treat highly saline water including industrial wastewater, seawater, brine water from other …
Modified Whale Optimization Algorithm based ANN: a novel predictive model for RO desalination plant
In recent decades, nature-inspired optimization methods have played a critical role in
helping industrial plant designers to find superior solutions for process parameters …
helping industrial plant designers to find superior solutions for process parameters …
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 …
Employing artificial neural network for accurate modeling, simulation and performance analysis of an RO-based desalination process
In this paper, we implement sustainable soft computing via application of Artificial Neural
Networks (ANN) to predict the desalination plant output more accurately. The proposed ANN …
Networks (ANN) to predict the desalination plant output more accurately. The proposed ANN …
Concentrate circularity: a comparative techno-economic analysis of membrane distillation and conventional inland concentrate management technologies
V Felix, M Hardikar, KL Hickenbottom - Desalination, 2024 - Elsevier
Inland desalination with reverse osmosis (RO) offers a promising alternative to increase
potable water resources. However, large volumes of concentrated brine are generated as a …
potable water resources. However, large volumes of concentrated brine are generated as a …
A novel AGPSO3-based ANN prediction approach: application to the RO desalination plant
One of the critical issues faced by the desalination plants is an accurate analysis of their real-
time performance. Soft computing techniques are efficient in overcoming these issues and …
time performance. Soft computing techniques are efficient in overcoming these issues and …
Development of artificial neural networks for performance prediction of a heat pump assisted humidification-dehumidification desalination system
In this study, the application of data-driven methods for performance prediction of a heat
pump assisted humidification-dehumidification (HDH-HP) desalination system was …
pump assisted humidification-dehumidification (HDH-HP) desalination system was …
Review of transport phenomena and popular modelling approaches in membrane distillation
In this paper, the transport phenomena in four common membrane distillation (MD)
configurations and three popular modelling approaches are introduced. The mechanism of …
configurations and three popular modelling approaches are introduced. The mechanism of …