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
  • [41] 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
  • [42] Model reduction of time-varying linear systems using approximate multipoint Krylov-subspace projectors
    Phillips, JR
    1998 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN: DIGEST OF TECHNICAL PAPERS, 1998, : 96 - 102
  • [43] Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise
    Hashimoto, Yuka
    Ishikawa, Isao
    Ikeda, Masahiro
    Matsuo, Yoichi
    Kawahara, Yoshinobu
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [44] Krylov subspace method for nonlinear dynamical systems with random noise
    Hashimoto, Yuka
    Ishikawa, Isao
    Ikeda, Masahiro
    Matsuo, Yoichi
    Kawahara, Yoshinobu
    Journal of Machine Learning Research, 2020, 21
  • [45] 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
  • [46] Recent Advance in Non-Krylov Subspace Model Order Reduction of Interconnect Circuits
    Sheldon X.-D. Tan
    TsinghuaScienceandTechnology, 2010, 15 (02) : 151 - 168
  • [47] Krylov subspace recycling for sequences of shifted linear systems
    Soodhalter, Kirk M.
    Szyld, Daniel B.
    Xue, Fei
    APPLIED NUMERICAL MATHEMATICS, 2014, 81 : 105 - 118
  • [48] 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
  • [49] Combining Krylov subspace methods and identification-based methods for model order reduction
    Heres, P. J.
    Deschrijver, D.
    Schilders, W. H. A.
    Dhaene, T.
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2007, 20 (06) : 271 - 282
  • [50] Model order reduction of large scale distribution grid based on Krylov subspace method
    Li, P. (lip@tju.edu.cn), 1600, Power System Technology Press (37):