研究目的
To demonstrate the in-line monitoring of biomass, penicillin (PEN), and phenoxyacetic acid (POX) in a Penicillium chrysogenum fed-batch fermentation process using low-cost microspectrometer technology operating in the near-infrared (NIR).
研究成果
The potential of non-invasive NIR spectroscopic measurements in reflection geometry through the glass wall of a bioreactor for real-time bioprocess monitoring was successfully demonstrated. This approach is highly preferable over conventional NIR spectrometers connected to a measurement probe submerged into the fermentation broth while achieving similar performance.
研究不足
The actual absolute errors of the presented method can be expected to be even lower than the stated error bars due to the sampling error not being considered in the estimation.
1:Experimental Design and Method Selection:
NIR reflection spectra were taken directly through the glass wall of the bioreactor using two sensor modules covering the spectral ranges 1350–1650 nm and 1550–1950 nm.
2:Sample Selection and Data Sources:
Fed-batch experiments using a spore suspension of an industrial Penicillium chrysogenum strain for penicillin production were performed.
3:List of Experimental Equipment and Materials:
NIR Fabry-Pérot (FP) microspectrometers (NIRONE Sensors, Spectral Engines, Finland), a
4:7 L parallel bioreactor system (Eppendorf AG, Germany). Experimental Procedures and Operational Workflow:
Spectra were taken every second and then averaged over approximately 60 s to lower the influence of short-lived disturbances.
5:Data Analysis Methods:
Partial least squares (PLS) regression models were established for biomass, PEN, and POX either using data from both sensors separately or jointly.
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