A novel technique for prediction of time points for scheduling of multipurpose batch plants

► An efficient technique for prediction of time points without iterations. ► The technique relies on the identification of a critical unit within the overall process. The latter is the most active unit within the time horizon of interest. ► In all problems considered, the technique yields R2 value of 0.998, which is exceptionally good.