Constraint-Adaptive MPC for linear systems: A system-theoretic framework for speeding up MPC through online constraint removal

S. A. N. Nouwens, M. M. Paulides, W. P. M. H. Heemels

Reducing the computation time of model predictive control (MPC) is important, especially for systems constrained by many state constraints. In this paper, we propose a new online c…