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 …

Advanced research on polymer floating carrier application in activated sludge reactors

N Makisha - Polymers, 2022 - mdpi.com
This research estimates the efficiency of domestic wastewater treatment in the removal of
organic pollutants and nitrogen compounds with a two-stage treatment sequence (an …

Artificial Neural Networks in Membrane Bioreactors: A Comprehensive Review—Overcoming Challenges and Future Perspectives

Z Frontistis, G Lykogiannis, A Sarmpanis - Sci, 2023 - mdpi.com
Among different biological methods used for advanced wastewater treatment, membrane
bioreactors have demonstrated superior efficiency due to their hybrid nature, combining …

Fouling control in MBR in a sustainable perspective

HS Erkan, NB Turan, GO Engin - Current Developments in Biotechnology …, 2020 - Elsevier
Membrane fouling is a serious challenge for membrane bioreactors (MBRs) as it shortens
the membrane life and affects its permeability negatively. Considerable efforts and research …

Artificial intelligence–based optimization of reverse osmosis systems operation performance

S Nazif, E Mirashrafi, B Roghani… - Journal of …, 2020 - ascelibrary.org
In recent years, reverse osmosis (RO) systems have been highly utilized in industrial
processes. One of the most important operational issues of these systems is membrane …

A self-organizing deep belief network based on information relevance strategy

YX Wang, HG Han, M Guo, JF Qiao - Neurocomputing, 2020 - Elsevier
One of the major obstacles in using deep belief network (DBN) is the structure design.
Numerous studies, both empirically and theoretically, show that choosing suitable structure …

Autonomous processes in particle technology

H Nirschl, M Winkler, T Sinn… - Chemie Ingenieur …, 2022 - Wiley Online Library
Battery materials, pharmaceuticals, solar cells, coffee powder, 3D printed components, etc.,
all these products have in common that they are predominantly made of particles. Ensuring …

Active learning assisted strategy of constructing hybrid models in repetitive operations of membrane filtration processes: Using case of mixture of bentonite clay and …

Y Liu, CP Chou, J Chen, JY Lai - Journal of Membrane Science, 2016 - Elsevier
Reliable prediction of the transmembrane pressure (TMP) in membrane filtration systems
often encounters different challenges in practice, including process nonlinearity, cycle-to …

Multivariable identification of membrane fouling based on compacted cascade neural network

K Ren, Z Jiao, X Wu, H Han - Chinese Journal of Chemical Engineering, 2023 - Elsevier
The membrane fouling phenomenon, reflected with various fouling characterization in the
membrane bioreactor (MBR) process, is so complicated to distinguish. This paper proposes …

MAO-DBN based membrane fouling prediction

Z Wang, Y Zhao, Y Shi, G Ling - Journal of Intelligent & Fuzzy …, 2024 - content.iospress.com
Due to the complexity of the factors influencing membrane fouling in membrane bioreactors
(MBR), it is difficult to accurately predict membrane fouling. This paper proposes a multi …