Abstract: In the process industries, nonlinear and large time-delay systems pose significant challenges for efficient model predictive control (MPC). The advent of deep learning offers innovative ...

Abstract: Loop reactors are extensively employed in the industrial production of polypropylene. Nonetheless, the high non-linearity and stiffness of this process pose significant challenges.