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 …

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 …

Because of its robust autonomous learning and ability to address complex problems,
artificial intelligence (AI) has increasingly demonstrated its potential to solve the challenges …

Can Organic Solvent Nanofiltration (OSN) be considered green? Is OSN greener than other
downstream processing technologies? These are the two main questions addressed …

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 …

The aim of this paper is to describe the state-of-the art computer-based techniques for data
analysis to improve operation of wastewater treatment plants. A comprehensive review of …

Membrane fouling is a major hurdle to effective pressure-driven membrane processes, such
as microfiltration (MF), ultrafiltration (UF), nanofiltration (NF), and reverse osmosis (RO) …

Membrane fouling is a critical bottleneck to the widespread adoption of membrane
separation processes. It diminishes the membrane permeability and results in high …

Artificial neural networks (ANN) are black box models that are becoming more popular than
transport-based models due to their high accuracy and less computational time in …

Membrane fouling significantly hinders the widespread application of membrane
technology. In the current study, a support vector machine (SVM) and artificial neural …