Applied Spectroscopy · 2016 · 15 citations · 29 references
Life SciencesMicrobiologyFermentation EngineeringFermentation ScienceIndustrial MicrobiologyAntibiotic FermentationFermentation ProcessingIndustrial FermentationInfrared SpectroscopyMicrobial AnalysisMicrobial FermentationAttenuated Total ReflectanceFermentation MonitoringFermentation Process MonitoringFiber Optic InstrumentsFourier Transform Infrared SpectroscopyHigh-performance Liquid ChromatographyIn Situ Process MonitoringIn-situ Monitoring
The performance of a fiber optic and an optical conduit in-line attenuated total reflection mid-infrared (IR) probe during in situ monitoring of Penicillium chrysogenum fermentation were compared. The fiber optic probe was connected to a sealed, portable, Fourier transform infrared (FT-IR) process spectrometer via a plug-and-play interface. The optical conduit, on the other hand, was connected to a FT-IR process spectrometer via a knuckled probe with mirrors that had to be adjusted prior to each fermentation, which were purged with dry air. Penicillin V (PenV) and its precursor phenoxyacetic acid (POX) concentrations were determined by online high-performance liquid chromatography and the obtained concentrations were used as reference to build partial least squares regression models. Cross-validated root-mean-square errors of prediction were found to be 0.2 g L −1 (POX) and 0.19 g L −1 (PenV) for the fiber optic setup and 0.17 g L −1 (both POX and PenV) for the conduit setup. Higher noise-levels and spectrum-to-spectrum variations of the fiber optic setup lead to higher noise of estimated (i.e., unknown) POX and PenV concentrations than was found for the conduit setup. It seems that trade-off has to be made between ease of handling (fiber optic setup) and measurement accuracy (optical conduit setup) when choosing one of these systems for bioprocess monitoring.
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Partial least-squares regression: a tutorial
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On-Line Fermentation Monitoring by Mid-Infrared Spectroscopy
Gunta Mazarevica, Josef Diewok, Josefa R. Baena et al. · Applied Spectroscopy · 2004 · 120 citations