Controller reduction by balanced truncation for infinite-dimensional, discrete-time systems

被引:0
作者
Selig, Tilman [1 ]
机构
[1] Tech Univ Ilmenau, Inst Math, D-98693 Ilmenau, Germany
关键词
Balanced truncation; Controller reduction; H-infinity control; Infinite-dimensional discrete-time linear systems; Model reduction; REALIZATION;
D O I
10.1007/s00498-014-0137-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider Lyapunov and balancing as well as model reduction by balanced truncation for infinite-dimensional, discrete-time linear systems. A functional analytic approach to state space transformation leading to balanced realization is presented. Furthermore, we show that a finite-dimensional controller designed for a balanced and truncated system stabilizes the original infinite-dimensional system, provided the error made by this model reduction procedure is small enough.
引用
收藏
页码:111 / 147
页数:37
相关论文
共 24 条
[1]  
[Anonymous], 1972, FUNCTIONAL ANAL METH
[2]   An overview of approximation methods for large-scale dynamical systems [J].
Antoulas, AC .
ANNUAL REVIEWS IN CONTROL, 2005, 29 (02) :181-190
[3]   CONVERGENCE AND CONVERGENCE RATE OF THE BALANCED REALIZATION TRUNCATIONS FOR INFINITE-DIMENSIONAL DISCRETE-TIME-SYSTEMS [J].
BONNET, C .
SYSTEMS & CONTROL LETTERS, 1993, 20 (05) :353-359
[4]   AN L-INFINITY-CONVERGENT METHOD TO REDUCE FREQUENCY-WEIGHTED INFINITE-DIMENSIONAL DISCRETE-TIME-SYSTEMS [J].
BONNET, C .
SYSTEMS & CONTROL LETTERS, 1993, 21 (06) :443-450
[5]  
CURTAIN RF, 1986, LECT NOTES CONTR INF, V84, P181
[6]   Normalized H∞ controller reduction with A Priori error bounds [J].
El-Zobaidi, HMH ;
Jaimoukha, IM ;
Limebeer, DJN .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2001, 46 (09) :1477-1483
[7]   A note on the existence, uniqueness and symmetry of par-balanced realizations [J].
Gheondea, A ;
Ober, RJ .
INTEGRAL EQUATIONS AND OPERATOR THEORY, 2000, 37 (04) :423-436
[8]   ALL OPTIMAL HANKEL-NORM APPROXIMATIONS OF LINEAR-MULTIVARIABLE SYSTEMS AND THEIR L INFINITY-ERROR BOUNDS [J].
GLOVER, K .
INTERNATIONAL JOURNAL OF CONTROL, 1984, 39 (06) :1115-1193
[9]   AN IMPROVED ERROR ESTIMATE FOR REDUCED-ORDER MODELS OF DISCRETE-TIME-SYSTEMS [J].
HINRICHSEN, D ;
PRITCHARD, AJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1990, 35 (03) :317-320
[10]  
KATO T., 1966, Perturbation Theory for Linear Operators