Control of the Burgers equation by a reduced-order approach using proper orthogonal decomposition

被引:299
作者
Kunisch, K [1 ]
Volkwein, S [1 ]
机构
[1] Karl Franzens Univ Graz, Math Inst, Graz, Austria
关键词
open-loop optimal control; closed-loop optimal control; Burgers equation; proper orthogonal decomposition;
D O I
10.1023/A:1021732508059
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Proper orthogonal decomposition (POD) is a method to derive reduced-order models for dynamical systems. In this paper, POD is utilized to solve open-loop and closed-loop optimal control problems for the Burgers equation. The relative simplicity of the equation allows comparison of POD-based algorithms with numerical results obtained from finite-element discretization of the optimality system. For closed-loop control, suboptimal state feedback strategies are presented.
引用
收藏
页码:345 / 371
页数:27
相关论文
共 18 条
[1]   PRESERVING SYMMETRIES IN THE PROPER ORTHOGONAL DECOMPOSITION [J].
AUBRY, N ;
LIAN, WY ;
TITI, ES .
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1993, 14 (02) :483-505
[2]  
Berkooz G., 1996, CAMBRIDGE MONOGRAPHS
[3]   EXTRACTING QUALITATIVE DYNAMICS FROM EXPERIMENTAL-DATA [J].
BROOMHEAD, DS ;
KING, GP .
PHYSICA D, 1986, 20 (2-3) :217-236
[4]  
Burgers JM, 1940, P K NED AKAD WETENSC, V43, P2
[5]   KARHUNEN-LOEVE EXPANSION OF BURGERS MODEL OF TURBULENCE [J].
CHAMBERS, DH ;
ADRIAN, RJ ;
MOIN, P ;
STEWART, DS ;
SUNG, HJ .
PHYSICS OF FLUIDS, 1988, 31 (09) :2573-2582
[6]  
CHOI H, 1997, 57197 TU TECHN
[7]   FEEDBACK-CONTROL FOR UNSTEADY-FLOW AND ITS APPLICATION TO THE STOCHASTIC BURGERS-EQUATION [J].
CHOI, HC ;
TEMAM, R ;
MOIN, P ;
KIM, J .
JOURNAL OF FLUID MECHANICS, 1993, 253 :509-543
[8]  
Golub G.H., 1996, Matrix Computations, Vthird
[9]   Augmented Lagrangian-SQP-methods in Hilbert spaces and application to control in the coefficients problems [J].
Ito, K ;
Kunisch, K .
SIAM JOURNAL ON OPTIMIZATION, 1996, 6 (01) :96-125
[10]  
Ito K, 1998, INT S NUM M, V126, P153