An Approach for the Estimation of Concentrations of Soluble Compounds in <i>E. coli</i> Bioprocesses

An Approach for the Estimation of Concentrations of Soluble Compounds in <i>E. coli</i> Bioprocesses

Accurate estimations of the concentrations of soluble compounds are crucial for optimizing bioprocesses involving <i>Escherichia coli</i> (<i>E. coli</i>). This study proposes a hybrid model structure that leverages off-gas analysis data and physiological parameters, includin...

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Bibliographic Details
Main Authors: Deividas Masaitis, Renaldas Urniezius, Rimvydas Simutis, Vygandas Vaitkus, Mindaugas Matukaitis, Benas Kemesis, Vytautas Galvanauskas, Benas Sinkevicius
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
recurrent neural networks
soft sensor
ensemble averaging
in vitro
off-gas
<i>E. coli</i>
Online Access:https://www.mdpi.com/1099-4300/25/9/1302

Internet

https://www.mdpi.com/1099-4300/25/9/1302

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