Advanced control of membrane fouling in filtration systems using artificial intelligence and machine learning techniques: A critical review

M Bagheri, A Akbari, SA Mirbagheri - Process Safety and Environmental …, 2019 - Elsevier
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 …

A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models

A Poznyak, I Chairez, T Poznyak - Annual Reviews in Control, 2019 - Elsevier
Artificial neural networks (ANNs) are considered efficient tools for modeling complex, non-
linear processes with uncertain dynamic models. ANNs were originally applied as effective …

Application of radial basis function artificial neural network to quantify interfacial energies related to membrane fouling in a membrane bioreactor

Y Chen, G Yu, Y Long, J Teng, X You, BQ Liao… - Bioresource …, 2019 - Elsevier
Efficient quantification of interfacial energy related with membrane fouling represents the
primary interest in membrane bioreactors (MBRs) as interfacial energy determines foulant …

New deterministic tools to systematically investigate fouling occurrence in membrane bioreactors

H Hamedi, M Ehteshami, SA Mirbagheri… - … Research and Design, 2019 - Elsevier
Membrane fouling as a major concern in development and optimization of membrane
bioreactor (MBR) technologies has been the focus of numerous engineering and research …

A novel ceramic membrane assembly for the separation of polyhydroxybutyrate (PHB) rich Ralstonia eutropha biomass from culture broth

NA Manikandan, K Pakshirajan… - Process Safety and …, 2019 - Elsevier
This work investigated the separation of polyhydroxybutyrate (PHB) containing Ralstonia
eutropha cells from the culture broth using a novel ceramic based tubular membrane …

Борьба с обрастанием поверхности мембранных модулей в мембранных биореакторах

НА МАКИША - Промышленное и гражданское строительство, 2019 - elibrary.ru
В статье рассмотрены подходы в области контроля обрастания мембран в
мембранных биореакторах, используемых для очистки сточных вод. Отмечается, что …