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 …
Machine learning: new ideas and tools in environmental science and engineering
The rapid increase in both the quantity and complexity of data that are being generated daily
in the field of environmental science and engineering (ESE) demands accompanied …
in the field of environmental science and engineering (ESE) demands accompanied …
A review of reverse osmosis membrane fouling and control strategies
S Jiang, Y Li, BP Ladewig - Science of the total environment, 2017 - Elsevier
Reverse osmosis (RO) membrane technology is one of the most important technologies for
water treatment. However, membrane fouling is an inevitable issue. Membrane fouling leads …
water treatment. However, membrane fouling is an inevitable issue. Membrane fouling leads …
Critical review of fouling mitigation strategies in membrane bioreactors treating water and wastewater
M Bagheri, SA Mirbagheri - Bioresource technology, 2018 - Elsevier
The current research was an effort to critically review all approaches used for membrane
fouling control in the membrane bioreactors treating water and wastewater. The first …
fouling control in the membrane bioreactors treating water and wastewater. The first …
Membrane fouling prediction and uncertainty analysis using machine learning: A wastewater treatment plant case study
Membrane bioreactors (MBRs) have proven to be an extremely effective wastewater
treatment process combining ultrafiltration with biological processes to produce high-quality …
treatment process combining ultrafiltration with biological processes to produce high-quality …
[HTML][HTML] A critical review on nanomaterials membrane bioreactor (NMs-MBR) for wastewater treatment
The concept of nanomaterials membranes (NMs) promises to be a sustainable route to
improve the membrane characteristics and enhance the performance of membrane …
improve the membrane characteristics and enhance the performance of membrane …
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 …
Artificial intelligence as a sustainable tool in wastewater treatment using membrane bioreactors
Efforts are currently in progress to commercialize membrane bioreactor (MBR) technologies
already developed at laboratory and pilot scale. To attain this goal, the efficiency of MBRs …
already developed at laboratory and pilot scale. To attain this goal, the efficiency of MBRs …
[HTML][HTML] 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 …