Title :
Predictive control of fast unstable and nonminimum-phase nonlinear systems
Author :
Guemghar, K. ; Srinivasan, B. ; Mullhaupt, Ph ; Bonvin, D.
Author_Institution :
Lab. d´´Automatique, Ecole Polytech. Fed. de Lausanne, Switzerland
Abstract :
The problem of controlling fast, unstable, and nonminimum-phase systems is considered. With standard predictive control, the time required for optimization is typically larger than the sampling interval that is needed for stabilization of the fast dynamics. On the other hand, due to the nonminimum-phase behavior, control based on input-output feedback linearisation leads to unstable internal dynamics. In the paper, a cascade structure is proposed, with control based on input-output feedback linearisation forming the inner loop and predictive control the outer loop. Assuming high-gain feedback for the inner loop, a stability analysis of the global scheme is provided based on singular perturbation theory. The approach is illustrated via the simulation of an inverted pendulum system.
Keywords :
cascade control; feedback; linearisation techniques; nonlinear control systems; pendulums; predictive control; singularly perturbed systems; stability; cascade structure; fast unstable nonminimum-phase nonlinear systems; high-gain feedback; input-output feedback linearisation; inverted pendulum system; optimization; predictive control; sampling interval; singular perturbation theory; stability analysis; unstable internal dynamics; Control systems; Feedback loop; Linear feedback control systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Optimal control; Predictive control; Sampling methods; Stability;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1025412