Model Reduction for a Class of Convergent Nonlinear Systems

被引:14
|
作者
Besselink, Bart [1 ]
van de Wouw, Nathan [1 ]
Nijmeijer, Henk [1 ]
机构
[1] Eindhoven Univ Technol, Dept Mech Engn, Dynam & Control Grp, NL-5600 MB Eindhoven, Netherlands
关键词
Model reduction; nonlinear systems; ORDER REDUCTION; APPROXIMATION; REALIZATION; STABILITY;
D O I
10.1109/TAC.2011.2170449
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this technical note, a model reduction procedure is presented for nonlinear systems that can be decomposed into a feedback interconnection of a linear and nonlinear subsystem. Conditions for stability of the reduced-order model and an error bound are given. Herein, the input-to-state convergence property is exploited, which proves to be useful in the definition and derivation of the error bound. The results are illustrated by application to a nonlinear mechanical system.
引用
收藏
页码:1071 / 1076
页数:6
相关论文
共 50 条
  • [21] Model order reduction of nonlinear dynamical systems
    Brennan, C
    Condon, M
    Ivanov, R
    PROGRESS IN INDUSTRIAL MATHEMATICS AT ECMI 2004, 2006, 8 : 114 - 118
  • [22] Model Order Reduction for Stochastic Nonlinear Systems
    Scarciotti, Giordano
    Teel, Andrew R.
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [23] Output Feedback Nonlinear Model Predictive Control for a Class of Nonlinear Systems
    Hasan, Muhammad N.
    Memon, Attaullah Y.
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 2262 - 2267
  • [24] Constrained model predictive control for a class of nonlinear systems
    Park, Ju H.
    Jung, H. Y.
    Kwon, O. M.
    Lee, S. M.
    COMPUTER COMMUNICATION AND MANAGEMENT, 2011, 5 : 400 - 404
  • [25] Fuzzy neural network model for a class of nonlinear systems
    Wang, ZL
    Cao, GY
    Zhu, XJ
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 91 - 95
  • [26] A Local Nonlinear Model for the Approximation and Identification of a Class of Systems
    Koeppl, Heinz
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2009, 56 (04) : 315 - 319
  • [27] Model Predictive Controller for a Class of Nonlinear Dissipative Systems
    Sredojev, Sonja
    Eaton, Ray
    2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 5570 - 5573
  • [28] Existence of solutions to a class of nonlinear convergent chattering-free sliding mode control systems
    Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061-0111, United States
    IEEE Trans Autom Control, 8 (1620-1624):
  • [29] Globally convergent iterative domain decomposition methods for the parallel solution of a class of nonlinear systems of equations
    Schwandt, H
    SCIENTIFIC COMPUTING AND VALIDATED NUMERICS, 1996, 90 : 280 - 286
  • [30] Existence of solutions to a class of nonlinear convergent chattering-free sliding mode control systems
    Kachroo, P
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (08) : 1620 - 1624