Chourar, Adel MoncefMekhachene, IslemHachour, Ouarda (supervisor)2023-10-092023-10-092022https://dspace.univ-boumerdes.dz/handle/123456789/1216650 p.Despite the advanced reach of multivariable control theory, multiloop control remains the most widely used control technique in the chemical process industry. This project aims to apply a multivariable control technique on the field, most precisely on the distillation column, this was done by proposing a new Technique Model Predictive Control (MPC), and comparing its results with the ones obtained from the conventional controller, furthermore, because it is a new technique, although many companies deal with it, it remains a new technique for the engineers, we proposed several procedures to tune the Model Predictive Control (MPC) controller.enModel Predictive Control (MPC)Distillation ColumnThesis