Frequency- and time-limited balanced truncation for large-scale second-order systems

被引:15
作者
Benner, Peter [1 ,2 ]
Werner, Steffen W. R. [1 ]
机构
[1] Max Planck Inst Dynam Complex Tech Syst, Sandtorstr 1, D-39106 Magdeburg, Germany
[2] Otto von Guericke Univ, Fac Math, Univ Pl 2, D-39106 Magdeburg, Germany
关键词
Model order reduction; Second-order differential equations; Linear systems; Balanced truncation; Frequency-limited balanced truncation; Time-limited balanced truncation; Local model reduction; Structure-preserving approximation; MODEL ORDER REDUCTION; LARGE LYAPUNOV;
D O I
10.1016/j.laa.2020.06.024
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Considering the use of dynamical systems in practical applications, often only limited regions in the time or frequency domain are of interest. Therefore, it usually pays off to compute local approximations of the used dynamical systems in the frequency and time domain. In this paper, we consider a structure-preserving extension of the frequency- and time-limited balanced truncation methods to second-order dynamical systems. We give a full overview about the first-order limited balanced truncation methods and extend those to second-order systems by using the different second-order balanced truncation formulas from the literature. Also, we present numerical methods for solving the arising large-scale sparse matrix equations and give numerical modifications to deal with the problematic case of second-order systems. The results are then illustrated on three numerical examples. (C) 2020 The Author(s). Published by Elsevier Inc.
引用
收藏
页码:68 / 103
页数:36
相关论文
共 49 条
  • [1] [Anonymous], **DATA OBJECT**, DOI DOI 10.5281/ZENODO.3368844
  • [2] [Anonymous], 2008, Functions of matrices
  • [3] [Anonymous], **DATA OBJECT**, DOI DOI 10.5281/ZENODO.2558728
  • [4] [Anonymous], **DATA OBJECT**, DOI DOI 10.5281/ZENODO.3331592
  • [5] [Anonymous], **DATA OBJECT**, DOI DOI 10.5281/ZENODO.3332716
  • [6] FAST SINGULAR VALUE DECAY FOR LYAPUNOV SOLUTIONS WITH NONNORMAL COEFFICIENTS
    Baker, Jonathan
    Embree, Mark
    Sabino, John
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2015, 36 (02) : 656 - 668
  • [7] Beattie CA, 2005, IEEE DECIS CONTR P, P2278
  • [8] Balanced truncation model reduction of large-scale dense systems on parallel computers
    Benner, P
    Quintana-Ortí, ES
    Quintana-Ortí, G
    [J]. MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2000, 6 (04) : 383 - 405
  • [9] Benner P., 2012, IFAC P, V45, P758, DOI DOI 10.3182/20120215-3-AT-3016.00134
  • [10] Benner P., 2013, PAMM P APPL MATH MEC, V13, P585, DOI [DOI 10.1002/PAMM.201310273, DOI 10.1002/pamm.201310273]