SYSTEMS METHODS AND COMPUTATIONAL DEVICES FOR AUTOMATED CONTROL OF INDUSTRIAL PRODUCTION PROCESSES

摘要

A method of automated control of an industrial reactor-based production process comprises the steps of: a) collecting data associated with performance of a production process of a reactor; b) defining a set of monitored parameters and a set of controlled parameters in the production process; c) defining a model comprising a set of equations mimicking a dynamic behavior of the process of a reactor, wherein in the model, changes in the monitored parameters are linked to changes in the controlled parameters; and d) creating a trained agent obtained by iterative machine learning training code and using the model, wherein the trained agent capable of making decisions regarding controlled parameters to be applied to the reactor based on monitored parameters of the production process.