Title :
A synthesis approach of constrained robust regulation based-on partial closed-loop optimization
Author :
Ding, Bao-Cang ; Tang, He-Hua ; Huang, Peng ; Yang, Peng
Author_Institution :
Sch. of Electr. & Autom., Hebei Univ. of Technol., Tianjin, China
Abstract :
A new approach to the constrained robust regulation for systems with a polytopic description is proposed. This is motivated by two previous techniques. One parameterizes the infinite horizon control moves into a look-up table of state-feedback-law-sequence. The other splits the infinite horizon control moves into a set of free control moves over a fixed horizon and a state feedback law in the terminal region. The basic idea in the paper is to utilize the look-up table in deciding the free control moves. Thus, open-loop optimization is substituted by partial closed-loop optimization. A simulation example shows the closed-loop stability of the new technique.
Keywords :
closed loop systems; control system synthesis; infinite horizon; optimisation; perturbation techniques; robust control; state feedback; table lookup; closed-loop stability; constrained robust regulation; free control moves; infinite horizon control; look-up table; partial closed-loop optimization; polytopic description; state-feedback-law-sequence; Constraint optimization; Manufacturing; Optimal control; Predictive control; Predictive models; Robots; Robustness; State feedback; Symmetric matrices; Table lookup;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1380696