MORpH: Model reduction of linear port-Hamiltonian systems in MATLAB

被引:0
|
作者
Moser, Tim [1 ]
Durmann, Julius [1 ]
Bonauer, Maximilian [1 ]
Lohmann, Boris [1 ]
机构
[1] Tech Univ Munich, TUM Sch Engn & Design, Dept Engn Phys & Computat, Boltzmannstr 15, D-85748 Garching, Germany
关键词
descriptor systems; passivity; port-Hamiltonian systems; structure-preserving model reduction; RATIONAL KRYLOV SUBSPACES; TANGENTIAL INTERPOLATION; EFFICIENT COMPUTATION; OPTIMIZATION;
D O I
10.1515/auto-2022-0119
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 present a novel software toolbox MORpH for the efficient storage, analysis, interconnection and structure-preserving model order reduction (MOR) of linear port-Hamiltonian differential-algebraic equation systems (pH-DAEs). The model class of pH-DAEs enables energy-based modeling and a flexible coupling of models across different physical domains. This makes them particularly suited for the simulation and control of complex technical systems. To promote the use of recent theoretical findings in engineering practice, efficient software solutions are required. In this work, we illustrate how possibly large-scale pH-DAEs can be efficiently stored and interconnected in MATLAB in an object-oriented way. We discuss three structure-preserving MOR strategies that are supported by MORpH and demonstrate the application and performance of selected MOR algorithms by means of two benchmark examples.
引用
下载
收藏
页码:476 / 489
页数:14
相关论文
共 50 条
  • [21] CONDENSED FORMS FOR LINEAR PORT-HAMILTONIAN DESCRIPTOR SYSTEMS
    Scholz, Lena
    ELECTRONIC JOURNAL OF LINEAR ALGEBRA, 2019, 35 : 65 - 89
  • [22] Model Reduction for a Port-Hamiltonian Formulation of the Euler Equations
    Hauschild, Sarah-Alexa
    Marheineke, Nicole
    PROGRESS IN INDUSTRIAL MATHEMATICS AT ECMI, 2022, 39 : 1 - 7
  • [23] Structure preserving model reduction of port-Hamiltonian systems by moment matching at infinity
    Polyuga, Rostyslav V.
    van der Schaft, Arjan
    AUTOMATICA, 2010, 46 (04) : 665 - 672
  • [24] Stochastic Port-Hamiltonian Systems
    Francesco Cordoni
    Luca Di Persio
    Riccardo Muradore
    Journal of Nonlinear Science, 2022, 32
  • [25] Optimization-based model order reduction of port-Hamiltonian descriptor systems
    Schwerdtner, Paul
    Moser, Tim
    Mehrmann, Volker
    Voigt, Matthias
    SYSTEMS & CONTROL LETTERS, 2023, 182
  • [26] Structure-preserving tangential interpolation for model reduction of port-Hamiltonian systems
    Gugercin, Serkan
    Polyuga, Rostyslav V.
    Beattie, Christopher
    van der Schaft, Arjan
    AUTOMATICA, 2012, 48 (09) : 1963 - 1974
  • [27] Structure-preserving model reduction of port-Hamiltonian systems based on projection
    Huang, Yao
    Jiang, Yao-Lin
    Xu, Kang-Li
    ASIAN JOURNAL OF CONTROL, 2021, 23 (04) : 1782 - 1791
  • [28] Incrementally port-Hamiltonian systems
    Camlibel, M. K.
    van der Schaft, A. J.
    2013 IEEE 52ND ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2013, : 2538 - 2543
  • [29] PORT-HAMILTONIAN SYSTEMS ON GRAPHS
    van der Schaft, A. J.
    Maschke, B. M.
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2013, 51 (02) : 906 - 937
  • [30] Memristive port-Hamiltonian Systems
    Jeltsema, Dimitri
    van der Schaft, Arjan J.
    MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2010, 16 (02) : 75 - 93