Artificial intelligence as a sustainable tool in wastewater treatment using membrane bioreactors

M Kamali, L Appels, X Yu, TM Aminabhavi… - Chemical Engineering …, 2021 - Elsevier
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 …

Machine learning for membrane bioreactor research: principles, methods, applications, and a tutorial

Y Lai, K Xiao, Y He, X Liu, J Tan, W Xue… - … Science & Engineering, 2025 - Springer
Membrane fouling poses a significant challenge to the sustainable development of
membrane bioreactor (MBR) technologies for wastewater treatment. The accurate prediction …

Comparison of hybrid ultrafiltration-osmotic membrane bioreactor and conventional membrane bioreactor for oil refinery effluent treatment

PB Moser, C Bretas, EC Paula, C Faria, BC Ricci… - Chemical Engineering …, 2019 - Elsevier
Although membrane bioreactors (MBR) has become the preferred choice for oil refinery
reclamation, the osmotic membrane bioreactor (OMBR) has gained interest in the last years …

Artificial Neural Networks and Multivariate Statistical Process Control to improve ammonia removal on membrane bioreactors treating refinery wastewater

AV Santos, MCS Amaral, SMAC Oliveira - Journal of Water Process …, 2024 - Elsevier
Membrane bioreactors (MBR) have been used to treat oil refinery wastewater. However, to
allow water reuse, ammonia concentration must be sufficiently low. Understanding and …

Performance assessment of the indigenous ceramic UF membrane in bioreactor process for highly polluted tannery wastewater treatment

S Banerjee, B Santra, S Kar, D Banerjee… - … Science and Pollution …, 2022 - Springer
The present study evaluates the performance of an indigenously developed ceramic
ultrafiltration (UF) membrane in a lab-scale membrane bioreactor (MBR) process to treat real …

Machine learning algorithms for assessment and prediction of the performance of wastewater treatment plants

MS Dantas - 2024 - repositorio.ufmg.br
The discharge of untreated or inadequately treated domestic effluents represents the main
source of pressure on water resources in Brazil. Wastewater treatment plants (WWTPs) are …

Improving membrane fouling control and ammonia removal on membrane bioreactors from a data-driven approach

AV Santos - 2022 - repositorio.ufmg.br
Biorreatores com membrana (BRM) têm sido aplicados com sucesso no tratamento de
esgotos e de efluentes industriais. No entanto, apesar de sua ampla aplicação, esta …

Analyzing the Influence of Climate Variables on Native Pasture Phenology in the Fitzroy Basin, Australia

MI Aditya - Papers in Applied Geography, 2022 - Taylor & Francis
Remote-sensing-based approaches to determining phenological parameters can help
ascertain growing seasonality parameters and provide valuable insights into the growth …