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 …

Enhancement of membrane system performance using artificial intelligence technologies for sustainable water and wastewater treatment: A critical review

ND Viet, D Jang, Y Yoon, A Jang - Critical Reviews in …, 2022 - Taylor & Francis
In recent years, membrane technologies are widely utilized in water and wastewater
treatment processes. However, controlling and improving these systems still need to be …

[HTML][HTML] 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 …

Green technology in wastewater treatment technologies: Integration of membrane bioreactor with various wastewater treatment systems

CH Neoh, ZZ Noor, NSA Mutamim, CK Lim - Chemical engineering journal, 2016 - Elsevier
The increasing concerns of water resource are becoming an important issue as severe
shortage of water has been seen throughout the world. Though membrane bioreactor (MBR) …

[HTML][HTML] Artificial intelligence-based optimization of industrial membrane processes

MT Gaudio, G Coppola, L Zangari, S Curcio… - Earth systems and …, 2021 - Springer
Artificial intelligence (AI) is gaining acceptance for modern control systems in various
applications in daily life including the Chemical process industry. Above all, application of AI …

A mini-review of modeling studies on membrane bioreactor (MBR) treatment for municipal wastewaters

ANL Ng, AS Kim - Desalination, 2007 - Elsevier
Membrane bioreactor (MBR) technology is a promising method for water and wastewater
treatment because of its ability to produce high-quality effluent that meets water quality …

[HTML][HTML] The advancement in membrane bioreactor (MBR) technology toward sustainable industrial wastewater management

TU Rahman, H Roy, MR Islam, M Tahmid, A Fariha… - Membranes, 2023 - mdpi.com
The advancement in water treatment technology has revolutionized the progress of
membrane bioreactor (MBR) technology in the modern era. The large space requirement …

A novel method integrating response surface method with artificial neural network to optimize membrane fabrication for wastewater treatment

B Li, R Yue, L Shen, C Chen, R Li, Y Xu… - Journal of Cleaner …, 2022 - Elsevier
Developing high performance membranes is an urgent need to resolve water pollution
problem. Electroless nickel plating (ENP) has been emerging as a promising membrane …

Membrane bioreactor and integrated membrane bioreactor systems for micropollutant removal from wastewater: A review

L Goswami, RV Kumar, SN Borah… - Journal of water process …, 2018 - Elsevier
Over the last few decades, the presence of micropollutants in the wastewater stream is
imposing a serious concern worldwide. Membrane bioreactor (MBR) technology has been …

Artificial neural network modeling of wastewater treatment and desalination using membrane processes: A review

J Jawad, AH Hawari, SJ Zaidi - Chemical Engineering Journal, 2021 - Elsevier
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 …