Dynamic Modeling Using Artificial Neural Network of <i>Bacillus Velezensis</i> Broth Cross-Flow Microfiltration Enhanced by Air-Sparging and Turbulence Promoter

Dynamic Modeling Using Artificial Neural Network of <i>Bacillus Velezensis</i> Broth Cross-Flow Microfiltration Enhanced by Air-Sparging and Turbulence Promoter

Cross-flow microfiltration is a broadly accepted technique for separation of microbial biomass after the cultivation process. However, membrane fouling emerges as the main problem affecting permeate flux decline and separation process efficiency. Hydrodynamic methods, such as turbulence promoters an...

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Bibliographic Details
Main Authors: Aleksandar Jokić, Ivana Pajčin, Jovana Grahovac, Nataša Lukić, Bojana Ikonić, Nevenka Nikolić, Vanja Vlajkov
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Membranes
Subjects:
microbial biomass
cultivation
membrane separation
permeate flux
Kenics static mixer
fouling mitigation
Online Access:https://www.mdpi.com/2077-0375/10/12/372

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