Krylov subspace model order reduction of linear dynamical systems with quadratic output

被引:1
作者
Bu, Yan-Ping [1 ]
机构
[1] Xian Traff Engn Inst, Xian 710300, Peoples R China
关键词
Model order reduction; Krylov subspaces; quadratic transfer function; moment matching; BALANCED TRUNCATION;
D O I
10.1177/01423312241257298
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents Krylov subspace model order reduction of linear dynamical systems with quadratic output. To reach this goal, the quadratic transfer function with two variables is taken into consideration. The Krylov subspaces are established at the finite and the infinite frequency points where both the one-sided and the two-sided projection cases are discussed. The moment matching is accordingly studied and the quadratic transfer function of the reduced system resulting from the two-sided projection case can match more moments. Finally, numerical results illustrate the performance of the proposed Krylov model order reduction methodology.
引用
收藏
页码:827 / 838
页数:12
相关论文
共 30 条
[1]   Krylov subspace techniques for reduced-order modeling of large-scale dynamical systems [J].
Bai, ZJ .
APPLIED NUMERICAL MATHEMATICS, 2002, 43 (1-2) :9-44
[2]   Interpolatory projection methods for structure-preserving model reduction [J].
Beattie, Christopher ;
Gugercin, Serkan .
SYSTEMS & CONTROL LETTERS, 2009, 58 (03) :225-232
[3]  
Beeumen RV., 2010, INT C NUM AN APPL MA
[4]   Gramians, Energy Functionals, and Balanced Truncation for Linear Dynamical Systems With Quadratic Outputs [J].
Benner, Peter ;
Goyal, Pawan ;
Duff, Igor Pontes .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 67 (02) :886-893
[5]   H2-QUASI-OPTIMAL MODEL ORDER REDUCTION FOR QUADRATIC-BILINEAR CONTROL SYSTEMS [J].
Benner, Peter ;
Goyal, Pawan ;
Gugercin, Serkan .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2018, 39 (02) :983-1032
[6]   Krylov subspace methods for model order reduction of bilinear control systems [J].
Breiten, Tobias ;
Damm, Tobias .
SYSTEMS & CONTROL LETTERS, 2010, 59 (08) :443-450
[7]  
Chahlaoui Y., 2002, WORKING NOTE
[8]   Interpolatory model reduction of quadratic-bilinear dynamical systems with quadratic-bilinear outputs [J].
Diaz, Alejandro N. ;
Heinkenschloss, Matthias ;
Gosea, Ion Victor ;
Antoulas, Athanasios C. .
ADVANCES IN COMPUTATIONAL MATHEMATICS, 2023, 49 (06)
[9]   Adaptive rational Krylov subspaces for large-scale dynamical systems [J].
Druskin, V. ;
Simoncini, V. .
SYSTEMS & CONTROL LETTERS, 2011, 60 (08) :546-560
[10]  
Eid R., 2009, THESIS U MUNICH MUNI