A review on membrane fouling prediction using artificial neural networks (ANNs)
Membrane fouling is a major hurdle to effective pressure-driven membrane processes, such
as microfiltration (MF), ultrafiltration (UF), nanofiltration (NF), and reverse osmosis (RO) …
as microfiltration (MF), ultrafiltration (UF), nanofiltration (NF), and reverse osmosis (RO) …
Comprehensive insights into the impact of pretreatment on anaerobic digestion of waste active sludge from perspectives of organic matter composition …
Y Chen, Q Ping, D Li, X Dai, Y Li - Water Research, 2022 - Elsevier
Although various pretreatments have been applied to promote the anaerobic digestion of
waste active sludge (WAS), the mechanisms regarding the impact of pretreatment on …
waste active sludge (WAS), the mechanisms regarding the impact of pretreatment on …
A unified thermodynamic mechanism underlying fouling behaviors of soluble microbial products (SMPs) in a membrane bioreactor
Soluble microbial products (SMPs) are the predominate foulants determining fouling extent
in membrane bioreactors (MBRs). However, exact mechanism underlying their typical …
in membrane bioreactors (MBRs). However, exact mechanism underlying their typical …
Quantification of interfacial interaction related with adhesive membrane fouling by genetic algorithm back propagation (GABP) neural network
Since adhesive membrane fouling is critically determined by the interfacial interaction
between a foulant and a rough membrane surface, efficient quantification of the interfacial …
between a foulant and a rough membrane surface, efficient quantification of the interfacial …
Prediction of interfacial interactions related with membrane fouling in a membrane bioreactor based on radial basis function artificial neural network (ANN)
It is of great importance to propose effective methods to quantify interfacial interaction since
it directly determines foulant adhesion and membrane fouling process in membrane …
it directly determines foulant adhesion and membrane fouling process in membrane …
Quantification of interfacial energies associated with membrane fouling in a membrane bioreactor by using BP and GRNN artificial neural networks
Interfacial energy between sludge foulants and rough membrane surface critically
determines adhesive fouling in membrane bioreactors (MBRs). As a current available …
determines adhesive fouling in membrane bioreactors (MBRs). As a current available …
Novel insights into membrane fouling in a membrane bioreactor: Elucidating interfacial interactions with real membrane surface
While governing adhesion/deposition of various foulants on membrane surface and
membrane fouling in membrane bioreactors (MBRs), interfacial interactions with real …
membrane fouling in membrane bioreactors (MBRs), interfacial interactions with real …
Electric field endowing the conductive polyvinylidene fluoride (PVDF)-graphene oxide (GO)‑nickel (Ni) membrane with high-efficient performance for dye wastewater …
Due to potential toxicity of the dyes and their visibility even at the very low concentration,
treatment of dye wastewater has been a matter of considerable interest. Membrane …
treatment of dye wastewater has been a matter of considerable interest. Membrane …
Mechanism analyses of high specific filtration resistance of gel and roles of gel elasticity related with membrane fouling in a membrane bioreactor
In this study, mechanisms and roles of gel elasticity in extremely high specific filtration
resistance (SFR) were investigated. It was found that, as compared with cake layer in a …
resistance (SFR) were investigated. It was found that, as compared with cake layer in a …
The extracellular polysaccharide determine the physico-chemical surface properties of Microcystis
H Yang, D Wu, H Li, C Hu - Frontiers in Microbiology, 2023 - frontiersin.org
Microcystis possesses the capacity to form colonies and blooms in lakes and reservoirs
worldwide, causing significant ecological challenges in aquatic ecosystems. However, little …
worldwide, causing significant ecological challenges in aquatic ecosystems. However, little …