Stochastic data-driven model predictive control using Gaussian processes

E. Bradford, L. Imsland, D. Zhang +1

Nonlinear model predictive control (NMPC) is one of the few control methods that can handle multivariable nonlinear controlsystems with constraints. Gaussian processes (GPs) presen…