A review on membrane biofouling: Prediction, characterization, and mitigation
Water scarcity is an increasing problem on every continent, which instigated the search for
novel ways to provide clean water suitable for human use; one such way is desalination …
novel ways to provide clean water suitable for human use; one such way is desalination …
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) …
A review of anaerobic membrane bioreactors for municipal wastewater treatment with a focus on multicomponent biogas and membrane fouling control
Among the various anaerobic digestion technologies developed for wastewater treatment
and resource recovery, the anaerobic membrane bioreactor (AnMBR) stands out as a viable …
and resource recovery, the anaerobic membrane bioreactor (AnMBR) stands out as a viable …
Integrating water quality and operation into prediction of water production in drinking water treatment plants by genetic algorithm enhanced artificial neural network
Stringent regulations and deteriorating source water quality could greatly influence the water
production capacity of drinking water treatment plants (DWTPs). Using models to predict the …
production capacity of drinking water treatment plants (DWTPs). Using models to predict the …
Modelling of municipal solid waste gasification using an optimised ensemble soft computing model
Modelling and simulation of municipal solid waste (MSW) gasification process is a complex
and computationally expensive task due to the porous structure of MSW and the nonlinear …
and computationally expensive task due to the porous structure of MSW and the nonlinear …
Applications of machine learning to water resources management: A review of present status and future opportunities
Water is the most valuable natural resource on earth that plays a critical role in the socio-
economic development of humans worldwide. Water is used for various purposes, including …
economic development of humans worldwide. Water is used for various purposes, including …
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 …
Machine learning implementation in membrane bioreactor systems: progress, challenges, and future perspectives: a review
Z Frontistis, G Lykogiannis, A Sarmpanis - Environments, 2023 - mdpi.com
This study offers a review of machine learning (ML) applications in membrane bioreactor
(MBR) systems, an emerging technology in advanced wastewater treatment. The review …
(MBR) systems, an emerging technology in advanced wastewater treatment. The review …
Investigation of the factors affecting reverse osmosis membrane performance using machine-learning techniques
Several factors affecting the RO membrane performance can be investigated mainly in two
groups; feed characteristics and operational parameters. In this work, the effect of feed …
groups; feed characteristics and operational parameters. In this work, the effect of feed …
Machine learning for membrane design in energy production, gas separation, and water treatment: a review
Membrane filtration is a major process used in the energy, gas separation, and water
treatment sectors, yet the efficiency of current membranes is limited. Here, we review the use …
treatment sectors, yet the efficiency of current membranes is limited. Here, we review the use …