DocumentCode :
2293643
Title :
Fixed-structure /spl mu/-synthesis - an evolutionary approach
Author :
Farag, A. ; Werner, H.
Author_Institution :
Inst. of Control Syst., Hamburg Univ. of Technol.
fYear :
2006
fDate :
14-16 June 2006
Abstract :
This paper considers the design of robust controllers using the structured singular value mu. mu-synthesis is usually based on DK-iteration, which minimizes an upper bound on mu. A drawback is that controllers designed using DK iteration are typically of high order, which makes this approach less attractive. This paper presents a novel technique of designing low-order and fixed-structure controllers that minimize an upper bound on the structured singular value mu, using a DK-iteration type of algorithm with an evolutionary search for controller and low-order scaling in the K-step. Two advantages of this approach are that: (i) the controller order is independent of the order of the multiplier D(s); and (ii) that in contrast to standard DK-iteration where the multiplier D(s) is completely frozen within the K-step, the proposed algorithm allows D(s) to be free within the K-step. Two numerical examples show that this approach performs well compared with standard DK-iteration and is computationally efficient
Keywords :
control system synthesis; evolutionary computation; iterative methods; robust control; singular value decomposition; DK-iteration; evolutionary search; fixed-structure controllers; fixed-structure mu-synthesis; low-order controllers; robust controller design; structured singular value; upper bounds; Distributed control; Feedback; Genetic algorithms; Grid computing; Performance analysis; Riccati equations; Robust control; Robust stability; Uncertainty; Upper bound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
Type :
conf
DOI :
10.1109/ACC.2006.1657400
Filename :
1657400
Link To Document :
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