Title :
Global analytical model predictive control with input constraints
Author :
Seron, María M. ; De Dona, José A. ; Goodwin, Graham C.
Author_Institution :
Dept. de Electron., Univ. Nacional de Rosario, Argentina
Abstract :
We derive a closed-form global analytical solution for model predictive control (MPC) of linear, discrete-time systems, subject to a quadratic performance index and hard magnitude constraints at the system input. The solution is shown to be a partition of the state space in regions for which an analytic expression is given for the corresponding control law. Both the regions and the control law are characterised in terms of the parameters of the open-loop optimal control problem that underlies MPC. The result exploits the geometric properties of quadratic programming
Keywords :
discrete time systems; linear systems; optimal control; performance index; predictive control; quadratic programming; state-space methods; discrete-time systems; linear systems; model predictive control; optimal control; performance index; quadratic programming; state space; Analytical models; Closed-form solution; Constraint optimization; Open loop systems; Optimal control; Performance analysis; Predictive control; Predictive models; Sampling methods; State-space methods;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.912749