Extended Differential Balancing for Nonlinear Dynamical Systems

被引:3
|
作者
Sarkar, Arijit [1 ]
Scherpen, Jacquelien M. A. [1 ]
机构
[1] Univ Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, Netherlands
来源
基金
荷兰研究理事会;
关键词
Observability; Controllability; Reduced order systems; Nonlinear dynamical systems; Computational modeling; Time-varying systems; Symmetric matrices; Balancing; contraction; LMIs; model reduction; nonlinear systems; MODEL ORDER REDUCTION; CONTROLLABILITY; OBSERVABILITY; REALIZATION; TRUNCATION;
D O I
10.1109/LCSYS.2022.3183528
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 letter, we construct extended balancing theory for nonlinear systems in the contraction framework. At first, we introduce the concept of the extended differential observability Gramian and inverse of the extended differential controllability Gramian for nonlinear dynamical systems and show their correspondence with generalized differential Gramians. We also provide how extended differential balancing can be utilized for model reduction to get a smaller apriori error bound in comparison with generalized differential balancing. We illustrate the results with an example of a mass-spring-damper system considering friction.
引用
收藏
页码:3170 / 3175
页数:6
相关论文
共 50 条
  • [1] Empirical Differential Balancing for Nonlinear Systems
    Kawano, Yu
    Scherpen, Jacquelien M. A.
    IFAC PAPERSONLINE, 2017, 50 (01): : 6326 - 6331
  • [2] On the Differential Geometry of Flows in Nonlinear Dynamical Systems
    Luo, Albert C. J.
    JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS, 2008, 3 (02):
  • [3] On the differential geometry of flows in nonlinear dynamical systems
    Luo, Albert C. J.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2007, VOL 5, PTS A-C,, 2008, : 261 - 273
  • [4] Nonlinear Extended State Observer for Hybrid Dynamical Systems
    Arcos-Legarda, Jaime
    Cortes-Romero, John
    Tovar, Andres
    2019 IEEE 4TH COLOMBIAN CONFERENCE ON AUTOMATIC CONTROL (CCAC): AUTOMATIC CONTROL AS KEY SUPPORT OF INDUSTRIAL PRODUCTIVITY, 2019,
  • [5] On the transformation of nonlinear dynamical systems into the extended nonlinear observable canonical form
    Boutat, Driss
    Busawon, Krishna
    INTERNATIONAL JOURNAL OF CONTROL, 2011, 84 (01) : 94 - 106
  • [6] Extended nonlinear observer normal forms for a class of nonlinear dynamical systems
    Boutat, D.
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (03) : 461 - 474
  • [7] Controller Reduction for Nonlinear Systems by Generalized Differential Balancing
    Kawano, Yu
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 67 (11) : 5856 - 5871
  • [8] Efficiency and stability analysis on nonlinear differential dynamical systems
    Saqib, Muhammad
    Seadawy, Aly R.
    Khaliq, Abdul
    Rizvi, Syed T. R.
    INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2023, 37 (10):
  • [9] Differential system's nonlinear behaviour of real nonlinear dynamical systems
    Yang Zheng-Ling
    Wang Wei-Wei
    Yin Zhen-Xing
    Zhang Jun
    Chen Xi
    CHINESE PHYSICS LETTERS, 2007, 24 (05) : 1170 - 1172
  • [10] Solving Nonlinear Differential Equation Arising in Dynamical Systems by AGM
    Meresht N.B.
    Ganji D.D.
    International Journal of Applied and Computational Mathematics, 2017, 3 (2) : 1507 - 1523