MODEL REDUCTION FOR LINEAR SYSTEMS WITH LOW-RANK SWITCHING

被引:10
作者
Schulze, Philipp [1 ]
Unger, Benjamin [1 ]
机构
[1] Tech Univ Berlin, Inst Math, D-10623 Berlin, Germany
关键词
switched system; model reduction; balanced truncation; rational interpolation; stability; port-Hamiltonian system; ORDER REDUCTION; HYBRID SYSTEMS; BALANCED TRUNCATION; CONTROLLABILITY; STABILITY;
D O I
10.1137/18M1167887
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce a novel model order reduction (MOR) method for large-scale linear switched systems (LSS) where the coefficient matrices are affected by a low-rank switching. The key idea is to replace the LSS by a non-switched system with extended input and output vectors-called the envelope system-which is able to reproduce the dynamical behavior of the original LSS by applying a certain feedback law. The envelope system can be reduced using standard MOR schemes and then transformed back into an LSS. Furthermore, we present an upper bound for the output error of the reduced-order LSS and show how to preserve quadratic Lyapunov stability. The approach is tested by means of a numerical example demonstrating the efficacy of the presented method.
引用
收藏
页码:4365 / 4384
页数:20
相关论文
共 50 条
  • [1] [Anonymous], 2005, DIMENSION REDUCTION
  • [2] [Anonymous], PORT HAMILTONIAN DES
  • [3] [Anonymous], 17 INT C HYBR SYST C
  • [4] [Anonymous], 1968, Boundary Value Problems of Heat Conduction, Scranton,
  • [5] [Anonymous], 2014, Port-Hamiltonian Systems Theory: An Introductory Overview
  • [6] Antoulas AC, 2005, APPROXIMATION LARGE, DOI [10.1137/1.9780898718713, DOI 10.1137/1.9780898718713]
  • [7] Antoulas AC, 2010, EFFICIENT MODELING AND CONTROL OF LARGE-SCALE SYSTEMS, P3, DOI 10.1007/978-1-4419-5757-3_1
  • [8] Model Reduction by Moment Matching for Linear and Nonlinear Systems
    Astolfi, Alessandro
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (10) : 2321 - 2336
  • [9] Automotive engine control and hybrid systems: Challenges and opportunities
    Balluchi, A
    Benvenuti, L
    Di Benedetto, MD
    Pinello, C
    Sangiovanni-Vincentelli, AL
    [J]. PROCEEDINGS OF THE IEEE, 2000, 88 (07) : 888 - 912
  • [10] Model Reduction by Nice Selections for Linear Switched Systems
    Bastug, Mert
    Petreczky, Mihaly
    Wisniewski, Rafael
    Leth, John
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) : 3422 - 3437