AdaptFerm: Bioprocess Monitoring Using FTIR spectroscopy: Insights into Substrate Effects and Domain Adaptation

1. Introduction The AdaptFerm dataset is designed to support the development of a monitoring framework for lactic acid production fermentation using Fourier Transform Infrared (FTIR) spectroscopy. Its primary goal is to facilitate the control strategies for continuous fermentation processes to max...

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Hauptverfasser:	Arefi, Arman, Babor, Majharulislam, Liu, Shanghua, Höhne, Marina M.-C., Sturm, Barbara, Gómez, Pablo López, Venus, Joachim, Olszewska-Widdrat, Agata
Format:	Dataset
Sprache:	eng
Schlagworte:	Agricultural biotechnology Bio-Waste Bioprocessing technologies Data Analysis Deep learning Domain Adaptation Environmental biotechnology Fermentation FOS: Agricultural biotechnology FOS: Environmental biotechnology FOS: Industrial biotechnology FTIR Glucose Industrial biotechnology Lactic Acid Machine Learning Out-of-Distribution Polylactic acid Process Monitoring Regression Spectra Spectroscopy Transfer learning Unsupervised learning Waste treatment processes
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