Bull Sas

Dmitri Gryzlov

Quentin Creed

Ioannis Bistinas

Jeroen Vermeulen

Jurian Kuyvenhoven

A method for optimizing a process (PROC) to produce a biochemical product (P) defined by a quality attribute, the process being controlled by an actuation parameter (C) and being monitored to get a measured value (T). The method includes training a predictive model (PRED) on a training database; and deploying the trained predictive model (PRED) to provide a correction actuation parameter (dC) when a predicted quality attribute (pQA) is out of a targeted quality attribute interval (QAmin, QAmax). The method also includes a step of designing a physical model of the process (PROC) able to provide a simulated quality attribute, the training database comprising simulated quality attributes computed from the physical model and experimental quality attributes computed from biochemical products (P) previously produced.

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Reigate, United Kingdom

Dmitri Gryzlov