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Bioprocess model-predictive control with physics-informed neural networks

Catalão, Marta; Pinto, José; Torres, Criatiana A. V.; Freitas, Filomena; Reis, Maria; Costa, Rafael S.; Oliveira, Rui

Many previous studies have investigated the economic production of polyhydroxyalkanoates (PHA) by natural microbiomes. A key underlying strategy is the feast and famine (F/F) feeding regimen for bacteria selection. For this purpose, a sequencing batch reactor (SBR) is commonly operated in a sequence of F/F cycles until an evolved microbiome is attained with high PHA storage capacity. The effectiveness of this p...

Date: 2025   |   Origin: Repositório Institucional da UNL
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