Modeling of Continuous PHA Production by a Hybrid Approach Based on First Principles and Machine Learning

Modeling of Continuous PHA Production by a Hybrid Approach Based on First Principles and Machine Learning

Polyhydroxyalkanoates (PHA) are renewable alternatives to traditional oil-derived polymers. PHA can be produced by different microorganisms in continuous culture under specific media composition, which makes the production process both promising and challenging. In order to achieve large productivit...

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Bibliographic Details
Main Authors: Martin F. Luna, Andrea M. Ochsner, Véronique Amstutz, Damian von Blarer, Michael Sokolov, Paolo Arosio, Manfred Zinn
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Processes
Subjects:
artificial intelligence
bioprocess modelling
hybrid models
machine learning
PHA production
Online Access:https://www.mdpi.com/2227-9717/9/9/1560

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https://www.mdpi.com/2227-9717/9/9/1560

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