Reservoir computing for system identification and predictive control with limited data

Jan P. Williams, J. Nathan Kutz, Krithika Manohar

Model predictive control (MPC) is an industry standard control technique that iteratively solves an open-loop optimization problem to guide a system towards a desired state or traj…