Abstract: The shaping of transient processes in dynamic systems, although often overlooked, constitutes a critical research concern. This paper introduces a model predictive controller that addresses ...

Abstract: In this work, we demonstrate the effectiveness of nonlinear model predictive control (NMPC) approximation based on deep neural network (DNN). MPC has been widely adopted in autonomous ...