Upstream Cell Culture/Fermentation PAT Solution

The online Raman analyzer can test the Raman signals of intracellular and extracellular substances such as sugars, acids, alcohols, cell density, ammonium ions, and inorganic salts in real-time. Then, accurate biochemical parameter prediction models can be established through multivariate analysis or machine learning algorithms, enabling real-time prediction and display of various parameters in the next biological process. Through the OPC network protocol, data is transmitted to the controller. The controller establishes a control strategy for biochemical parameters according to customer requirements, completes closed-loop control, and achieves real-time monitoring requirements for biochemical parameters.