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Temperature Influence in Real-Time Monitoring of Fed-Batch Ethanol Fermentation by Mid-Infrared Spectroscopy

Authors :
Veloso, Ivan I. K.
Rodrigues, Kaio C. S.
Ribeiro, Marcelo P. A.
Cruz, Antonio J. G.
Badino, Alberto C.
Source :
Industrial & Engineering Chemistry Research; October 2020, Vol. 59 Issue: 41 p18425-18433, 9p
Publication Year :
2020

Abstract

Fourier transform mid-infrared (FT-MIR) spectroscopy is a fast, accurate, and practical technique for the quantitative analysis of compounds during ethanol fermentation. However, it is very temperature sensitive. This study aimed to develop a methodology for the real-time monitoring of fed-batch ethanol fermentations, taking into account the thermal fluctuations in the industrial process (in the range 30–35 °C). The use of FT-MIR combined with partial least squares (PLS) regression was evaluated as a tool to quantify sucrose, glucose, fructose, ethanol, and glycerol. The PLS models, based on fermentations carried out at constant temperatures in the range from 26 to 36 °C, presented high correlation coefficients (R2) and low root-mean-square errors of cross-validation and prediction that were below 7% of the calibration ranges for all compounds. The good performance of the models demonstrated their suitability for accurate process monitoring, covering a wide range of thermal variations observed in industrial operations.

Details

Language :
English
ISSN :
08885885 and 15205045
Volume :
59
Issue :
41
Database :
Supplemental Index
Journal :
Industrial & Engineering Chemistry Research
Publication Type :
Periodical
Accession number :
ejs54339523
Full Text :
https://doi.org/10.1021/acs.iecr.0c03717