S. Sivakesava et al., Simultaneous determination of multiple components in lactic acid fermentation using FT-MIR, NIR, and FT-Raman spectroscopic techniques, PROCESS BIO, 37(4), 2001, pp. 371-378
Bioprocess optimization is often limited by its inability to measure biomas
s, nutrients and product concentrations in a time frame that allows process
adjustments. Infrared spectroscopic techniques can potentially be used to
measure each of these components within about 3 min of sampling, of an unpr
ocessed whole broth sample. In the present study, the use of Fourier transf
orm mid infrared (FT-MIR), near infrared red (NIR), and Fourier transform (
FT)-Raman spectroscopic techniques for at-line (rapid off-line) monitoring
of biomass, glucose, and lactic acid in a lactic acid fermentation by Lacto
bacillus casei was investigated. Suitable spectral wavenumber regions were
selected for principal least square (PLS) regression and principal componen
t regression (PCR) and calibration models were developed. The standard erro
r of calibration for the PLS-1st derivative calibration models for glucose,
lactic acid, and optical cell density were 2.5, 0.7 g/l, and 0.23, respect
ively. Prediction errors were high for NIR and FT-Raman methods. Results in
dicated that FT-MIR spectroscopy could be used for rapid detection of gluco
se, lactic acid, and optical cell density during lactic acid fermentation.
(C) 2001 Elsevier Science Ltd. All rights reserved.