Partial-fraction expansion based frequency weighted model reduction technique with error bounds

被引:19
作者
Ghafoor, Abdul [1 ]
Sreeram, Victor [1 ]
机构
[1] Univ Western Australia, Sch Elect Elect & Comp Sci, Nedlands, WA 6009, Australia
基金
澳大利亚研究理事会;
关键词
controller reduction; frequency weights; model-order reduction; partial fraction expansion;
D O I
10.1109/TAC.2007.906231
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this technical note, we present a new frequency weighted balancing related technique which is based on a parametrized combination of the unweighted balanced truncation technique [9], [8] and the partial fraction expansion technique [11]. The reduced-order models which are guaranteed to be stable in the case of double-sided weighting, are obtained by either direct truncation or singular perturbation approximation. Simple, elegant and easily computable a priori error bounds are also derived. Numerical examples and comparison with other well-known techniques show the effectiveness of the proposed technique.
引用
收藏
页码:1942 / 1948
页数:7
相关论文
共 17 条
[1]  
Enns D. F., 1984, Proceedings of the 23rd IEEE Conference on Decision and Control (Cat. No. 84CH2093-3), P127
[2]   Optimal H infinity model reduction via linear matrix inequalities: Continuous- and discrete-time cases [J].
Grigoriadis, KM .
SYSTEMS & CONTROL LETTERS, 1995, 26 (05) :321-333
[3]   A survey of model reduction by balanced truncation and some new results [J].
Gugercin, S ;
Antoulas, AC .
INTERNATIONAL JOURNAL OF CONTROL, 2004, 77 (08) :748-766
[4]   NUMERICAL-SOLUTION OF THE STABLE, NONNEGATIVE DEFINITE LYAPUNOV EQUATION [J].
HAMMARLING, SJ .
IMA JOURNAL OF NUMERICAL ANALYSIS, 1982, 2 (03) :303-323
[5]   MATLAB based GUIs for linear controller design via convex optimization [J].
Khaisongkram, W ;
Banjerdpongchai, D .
COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2003, 11 (01) :13-24
[6]   FREQUENCY-WEIGHTED OPTIMAL HANKEL-NORM APPROXIMATION OF STABLE TRANSFER-FUNCTIONS [J].
LATHAM, GA ;
ANDERSON, BDO .
SYSTEMS & CONTROL LETTERS, 1985, 5 (04) :229-236
[7]  
LIN CA, 1992, CONTR-THEOR ADV TECH, V8, P341
[8]   SINGULAR PERTURBATION APPROXIMATION OF BALANCED SYSTEMS [J].
LIU, Y ;
ANDERSON, BDO .
INTERNATIONAL JOURNAL OF CONTROL, 1989, 50 (04) :1379-1405
[10]  
Sreeram V, 1995, PROCEEDINGS OF THE 34TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, P3576, DOI 10.1109/CDC.1995.479141