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

被引:0
|
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 50 条
  • [1] Krylov subspace methods for model order reduction of bilinear control systems
    Breiten, Tobias
    Damm, Tobias
    SYSTEMS & CONTROL LETTERS, 2010, 59 (08) : 443 - 450
  • [2] BALANCED TRUNCATION FOR MODEL ORDER REDUCTION OF LINEAR DYNAMICAL SYSTEMS WITH QUADRATIC OUTPUTS
    Pulch, Roland
    Narayan, Akil
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 41 (04) : A2270 - A2295
  • [3] High-order Krylov subspace model order reduction methods for bilinear time-delay systems
    Cheng, Gao-Yuan
    Miao, Zhen
    Jiang, Yao-Lin
    SYSTEMS & CONTROL LETTERS, 2024, 186
  • [4] Model Reduction by Balanced Truncation of Linear Systems with a Quadratic Output
    Van Beeumen, Roe
    Meerbergen, Karl
    NUMERICAL ANALYSIS AND APPLIED MATHEMATICS, VOLS I-III, 2010, 1281 : 2033 - 2036
  • [5] Krylov Subspace Model Order Reduction for FE seismic analysis
    Amin, Mohd N.
    Krisnamoorthy, R. R.
    IEEE SYMPOSIUM ON BUSINESS, ENGINEERING AND INDUSTRIAL APPLICATIONS (ISBEIA 2012), 2012, : 239 - 243
  • [6] Multimoment Matching Analysis of One-Sided Krylov Subspace Model Order Reduction for Nonlinear and Bilinear Systems
    Agbaje, Oluwaleke
    Shona, Dina Laila
    Haas, Olivier
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 2599 - 2604
  • [7] Model reduction in power systems using Krylov subspace methods
    Chaniotis, D
    Pai, MA
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) : 888 - 894
  • [8] Comparative study on techniques of model order reduction using rational Krylov subspace method
    Saiduzzaman, Md
    Islam, Md Shafiqul
    Uddin, Mohammad Monir
    Gani, Mohammad Osman
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2022, 25 (07) : 1971 - 1978
  • [9] Krylov subspace-based model reduction for a class of bilinear descriptor systems
    Ahmad, Mian Ilyas
    Benner, Peter
    Goyal, Pawan
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017, 315 : 303 - 318
  • [10] Krylov subspace-based model order reduction for Campbell diagram analysis of large-scale rotordynamic systems
    Han, Jeong Sam
    STRUCTURAL ENGINEERING AND MECHANICS, 2014, 50 (01) : 19 - 36