Recent advances in the prediction of fouling in membrane bioreactors

Y Shi, Z Wang, X Du, B Gong, V Jegatheesan, IU Haq - Membranes, 2021 - mdpi.com
… outcomes on the prediction of membrane fouling are reviewed … review found that research
on predicting membrane fouling … The module was equipped with two aerators for simultaneous

An osmotic membrane bioreactor–clarifier system with a deep learning model for simultaneous reduction of salt accumulation and membrane fouling

ND Viet, SJ Im, CM Kim, A Jang - Chemosphere, 2021 - Elsevier
… A longer lifespan of FO membrane is also predicted in the OMBRC compared to that in the …
operation are simulated to derive several evaluations for formulating future recommendations. …

Improved integrated dynamic model for the simulation of submerged membrane bioreactors for urban and hospital wastewater treatment

Y González-Hernández, UJ Jáuregui-Haza - Journal of Membrane Science, 2021 - Elsevier
… biological model with a membrane fouling model, with upgraded … Simultaneously,
experimentation in these types of installations is … Even where these models achieve to predict the …

A critical review of biomass kinetics and membrane filtration models for membrane bioreactor systems

H Hamedi, O Mohammadzadeh, S Rasouli… - Journal of …, 2021 - Elsevier
… To incorporate the membrane fouling phenomenon in the … methods to predict complex
processes associated with the membrane … In this paper, we provide a comprehensive review of the …

Predictive modeling based on artificial neural networks for membrane fouling in a large pilot-scale anaerobic membrane bioreactor for treating real municipal …

T Wang, YY Li - Science of The Total Environment, 2024 - Elsevier
… to applying anaerobic membrane bioreactors (AnMBRs) in … This study uses machine learning
to predict membrane fouling… The ANN is a technique for evaluating membrane fouling in …

Evaluation of the fouling potential of sludge in a membrane bioreactor integrated with microbial fuel cell

H Li, Y Xing, T Cao, J Dong, S Liang - Chemosphere, 2021 - Elsevier
evaluate the fouling characteristics of the sludge and attempted to further elucidate the
mechanism of alleviation of membrane fouling … The bulk sludge specimens were simultaneously

Improving control of membrane fouling on membrane bioreactors: A data-driven approach

AV Santos, ARA Lin, MCS Amaral… - Chemical Engineering …, 2021 - Elsevier
membrane fouling control in MBR systems and to evaluate the … again in order to evaluate its
quality as a predictive model. For … 10d) could had been used simultaneously with the control …

Process performance and multi-kinetic modeling of a membrane bioreactor treating actual oil refinery wastewater

M Ahmadi, KZ Benis, M Faraji, M Shakerkhatibi… - Journal of Water …, 2019 - Elsevier
… applied for predicting the performance of the bioreactor. The … bioreactor performance and
the extent of membrane fouling [6,… used in this study to evaluate the rate of the biodegradation …

Current status and future prospects of membrane bioreactors (MBRs) and fouling phenomena: a systematic review

H Hamedi, M Ehteshami, SA Mirbagheri… - … Canadian Journal of …, 2019 - Wiley Online Library
… 16, 17 Prediction and modelling of membrane foulingreview on membrane fouling control
methods is provided. For clarity and to encourage a better understanding of membrane fouling

Investigation of critical sludge characteristics for membrane fouling in a submerged membrane bioreactor: Role of soluble microbial products and extracted …

Y Jang, HS Kim, SY Ham, JH Park, HD Park - Chemosphere, 2021 - Elsevier
… Several review papers have summarized the qualitative impacts of various sludge … the
prediction of long-term biofouling. In fact, the limitations of critical flux to predict long-term fouling