To solve this problem, a model predictive power control (MPPC) strategy is proposed in this paper for MNER converter, which can achieve the free flow of power between different ports, has better ...

A novel Model Predictive Control (MPC) framework called disturbance-learning MPC (DL-MPC) for constrained LTI systems subject to bounded disturbances is proposed. The primary objective is to improve ...

This study introduces a Q-learning-based nonlinear model predictive control (QL-NMPC) framework for temperature control in batch reactors. A reinforcement learning agent is trained in simulation to ...