Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development

Experimental dataset used for hybrid P. pastoris bioreactor process model creation in article: Bolmanis, E.; Galvanauskas, V.; Grigs, O.; Vanags, J.; Kazaks, A. Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development. Fermentation 2025, 11, 411. https://doi.org/10.3390/fermentation11070411 Contains sequential process data (sampling time: 60 seconds): Input data Substrate (methanol) feed rate, Fs (mL/min); Cell biomass, X (gDCW/L); Product concentration, P (mg/L); Culture volume, V (L); Shock factor, Sh (dimensionless). Target data Cell biomass, X (gDCW/L); Product concentration, P (mg/L). Volumetric flow rate, F (mL/min).