DocumentCode
2985020
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
Volume
1
fYear
2000
fDate
2000
Firstpage
154
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location
Sydney, NSW
ISSN
0191-2216
Print_ISBN
0-7803-6638-7
Type
conf
DOI
10.1109/CDC.2000.912749
Filename
912749
Link To Document