H. Chung et al., SIMULTANEOUS MEASUREMENTS OF GLUCOSE, GLUTAMINE, AMMONIA, LACTATE, AND GLUTAMATE IN AQUEOUS-SOLUTIONS BY NEAR-INFRARED SPECTROSCOPY, Applied spectroscopy, 50(2), 1996, pp. 270-276
Calibration models are generated and evaluated for the measurement of
five different components in synthetic mixtures prepared in aqueous so
lutions. Mixtures of glucose, glutamine, ammonia, lactate, and glutama
te were prepared to simulate concentration levels expected during rout
ine bioreactor fermentation processes. Near-IR spectra were collected
from these solutions over the spectral range from 5000 to 4000 cm(-1).
This spectral information was used to build individual multivariate c
alibration models for each analyte. Models were constructed on the bas
is of partial least-squares regression of raw and Fourier filtered abs
orbance spectra. Each analyte could be detected selectively with mean
percent errors of prediction ranging from 4 to 8%.