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A vibration-resistant FT-IR spectrometer is used to monitor an industrially relevant fermentation process.
A vibration-resistant FT-IR spectrometer is used to monitor an industrially relevant fermentation process. The production of two alcohols is monitored in real time along with the consumption of the sugar feedstock with concentrations ranging from 0.1 to 25 g L-1, and is fitted to HPLC data using PLS methodology.
In situ chemical monitoring of chemical reactions is one of the most powerful tools in a modern spectroscopist’s arsenal. In fact, some chemical processes can only be truly controlled if the reaction state is known in real time. However, standard FT-IR analytical instruments are highly sensitive to vibration, and often cumbersome, making it a challenge to use them in a production environment. Here we report the use of the vibration-resistant Keit FT-IR spectrometer for in-process monitoring of an industrial fermentation process. The spectrometer was used to monitor the production of the primary alcohol product, along with a secondary alcohol product and the consumption of the sugar feedstock.
The Keit FT-IR spectrometer was incorporated into a lab-scale reactor assembly, with the reaction mixture fed through peristaltic pumps. The spectrometer was placed directly next to the pumps as their inherent vibration is not of concern for this instrument. The spectrometer was fitted with a flow cell mounted onto a dip probe featuring an AMTIR ATR crystal. Spectra were recorded every 2 h over a period of 30 h, and an aliquot of the reaction mixture was removed for HPLC testing concurrently.
Partial least square (PLS) regression method was used for a calibration and prediction model for the produced alcohols and consumed sugars. The spectral region from 900 to 1400 cm-1 was used for developing the model. The data was pre-processed with mean centering and three LVs were used to build the model.
Both the HPLC and spectral data for the reaction run is shown in Figure 1. The results clearly show that the spectroscopic data follows the HPLC data very closely, with minimal deviations between the two. Both alcohol species are observed to increase in concentration over the entire process, with a concentration range of 0.1 through to 9 g L-1. Moreover, the R2 values for correlations of predicted versus measured concentrations of alcohol 1, alcohol 2, and sugar feedstocks were 0.923, 0.912, and 0.983, respectively.
Figure 1: Reaction pathway for measured (blue) and predicted (green) concentrations of primary and secondary alcohol products, and sugar feedstock.
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These results show that the Keit FT-IR spectrometer can be effectively used to monitor an industrial process in operando, with the ability to track the concentration of at least three different constituents simultaneously, and over a large range of sensitivity. The Keit FT-IR spectrometer helps improve quality, reduce waste, and improve facility utilization using a more robust and stable instrument.
Keit Spectrometers
R71, Harwell Campus, Didcot, Oxfordshire, OX11 0QX, UK
tel. +44 (0) 1235 567176
Website: www.keit.co.uk
Getting accurate IR spectra on monolayer of molecules
April 18th 2024Creating uniform and repeatable monolayers is incredibly important for both scientific pursuits as well as the manufacturing of products in semiconductor, biotechnology, and. other industries. However, measuring monolayers and functionalized surfaces directly is. difficult, and many rely on a variety of characterization techniques that when used together can provide some degree of confidence. By combining non-contact atomic force microscopy (AFM) and IR spectroscopy, IR PiFM provides sensitive and accurate analysis of sub-monolayer of molecules without the concern of tip-sample cross contamination. Dr. Sung Park, Molecular Vista, joined Spectroscopy to provide insights on how IR PiFM can acquire IR signature of monolayer films due to its unique implementation.