In the production cycle of chemical manufacturing, there are numerous complex processes with a large number of controlled and manageable parameters. The quality of the product output depends on how precisely these parameters are selected. An example of such a process is rectification. Rectification columns are used in complex industrial installations in the oil refining, petrochemical, chemical, gas, brewing, and other industries. Therefore, a solution for forecasting the rectification process based on the Ditwinx platform can be utilized in various production sectors.