In-process monitoring of an Industrial Fermentation process
In situ process analytical technology (PAT) of chemical and biochemical reactions is one of the most powerful tools in modern science. Spectroscopy-based PAT represents a very real route to saving money by allowing real-time prediction of concentrations of key chemicals and species within fermentations.
For example, monitoring the concentrations of sugars during a process allows very fine control of dosing levels and rates. By maintaining a constant level of glucose may allow fine control of the rate of fermentation and prevent thermal runaway. Alternatively, in situ PAT allows the detection of key failure markers (such as lactic acid) much earlier than extractive sampling techniques (such as HPLC). This enables the operator to immediately rectify problems and potentially save batches rather than lose them.
Spectroscopic PAT techniques (such as Raman, FTIR and NIR) are potentially incredibly powerful as they directly monitor different species simultaneously, and can cope with a range of concentrations. However, conventional spectroscopic techniques can suffer from fragility (in the case of FTIR instruments), low sensitivity and specificity (in the case of NIR instruments) and poor repeatability and performance drift (in the case of Raman).
Here we present the use of the rugged, robust and vibration-resistant IRmadilloTM spectrometer to monitor fermentation processes. The spectrometer has monitored ethanolic fermentation of sucrose as well as commercial industrial fermentations.
IRmadillo & fermentation analysis
The IRmadilloTM, a vibration resistant FTIR spectrometer, was used to monitor two different fermentation processes over 50 hours – a classical sucrose-yeast fermentation and an industrial bacterial fermentation. The IRmadillo was either incorporated directly into a fermentation vessel through a side port, or place inline into a multi-stage process using a flow cell and peristaltic pumps. The production of six different chemical species was monitored in real time with concentrations ranging from 0.1 to 25 g L-1 using chemometric methodology.
The spectra are also analysed using classical methods to highlight a build-up of biofouling in the system. It is shown how the IRmadillo can be used to directly improve the efficiency of process by indicating when the system requires a filter change.
These results show that the IRmadillo can be effectively used to monitor different types of fermentations. Both yeast- and bacterial-based fermentations can easily be monitored, with the probe inserted either directly into the fermentation vessel or via a flow cell.
In operando use of the IRmadillo allows the concentration monitoring of multiple different chemical species simultaneously, with six different components being demonstrated here, over several orders of magnitude in concentration ranges.
Furthermore, it is possible to classically analyse the spectra to gain information about the process and to improve understanding. This can lead to direct process improvements such as process-led filter changes.
This work shows that the application of PAT through the introduction of the IRmadillo into fermentations can help to reduce waste and improve efficiency, ultimately cutting costs.
Fermentation is an integral process in many manufacturing industries such as Food & Beverage, and Biorenewables (biofuels), as well as certain processors of Municipal Solid Wastes (MSW). Being able to accurately monitor the presence and amount of sugars and by-products in real-time during fermentation is key to maintaining efficient production processes, resource management and bottom line costs. Keit has developed the solid-state IRmadillo FTIR spectrometer to provide rapid insight in monitoring industrial processes including active fermentation processes.
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