Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging

Sebastian Hirt, Andreas Höhl, Johannes Pohlodek +4

Model predictive control (MPC) is a powerful tool for controlling complex nonlinear systems under constraints, but often struggles with model uncertainties and the design of suitab…