Title :
Robust constrained model predictive control for linear time-varying systems with norm-bounded uncertainty
Author :
Kunnee, Vorapon ; Banjerdpongchai, David
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok
Abstract :
In this paper, we propose a robust constrained model predictive control (RCMPC) for stabilizing processes with norm-bounded uncertainty. This type of uncertainty is used to avoid on-line computational burdens. The robust stability comes with a guarantee described by parameter-dependent Lyapunov function (PDLF). The control law based on PDLF is potentially less conservative than that based on single Lyapunov function (SLF), due to additional degree of freedom. We give numerical examples based on a single non-isothermal CSTR system to illustrate the effectiveness of this algorithm.
Keywords :
Lyapunov methods; constraint theory; linear systems; predictive control; robust control; time-varying systems; uncertain systems; linear time-varying system; norm-bounded uncertainty; parameter-dependent Lyapunov function; robust constrained model predictive control; robust stability; Lyapunov method; Output feedback; Predictive control; Predictive models; Robust control; Robust stability; State estimation; State feedback; Time varying systems; Uncertainty;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2008. ECTI-CON 2008. 5th International Conference on
Conference_Location :
Krabi
Print_ISBN :
978-1-4244-2101-5
Electronic_ISBN :
978-1-4244-2102-2
DOI :
10.1109/ECTICON.2008.4600502