A PARAMETRIC DYNAMIC MODE DECOMPOSITION FOR REDUCED-ORDER MODELING OF HIGHLY FLEXIBLE AIRCRAFT

被引:0
|
作者
He, Tianyi [1 ]
Su, Weihua [2 ]
机构
[1] Utah State Univ, Logan, UT 84322 USA
[2] Univ Alabama, Tuscaloosa, AL USA
关键词
data-driven modeling; flexible structure; dynamic mode decomposition; linear parameter varying system; INDUCED FLOW MODELS;
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This paper introduces a parametric Dynamic Mode Decomposition (p-DMD) modeling approach for the nonlinear aeroelasticity of highly flexible aircraft. The method derives a linear parameter-varying reduced-order model (LPV-ROM) directly from data snapshots, which are obtained by feeding excitation input and integrating governing equations. The proposed p-DMD method is capable of addressing varying flight conditions and overcoming the limitations of the traditional DMD method around equilibrium/trim flight. We demonstrate, in this paper, the p-DMD can effectively capture nonlinear aeroelasticity and flight dynamic responses in both time and frequency domains, as demonstrated through comparisons with linearization-based parametric modeling in numerical studies of a highly flexible aircraft at frozen and varying angles of attack.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Parametric dynamic mode decomposition for reduced order modeling
    Huhn, Quincy A.
    Tano, Mauricio E.
    Ragusa, Jean C.
    Choi, Youngsoo
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 475
  • [2] Reduced-Order Modeling for Dynamic Mode Decomposition Without an Arbitrary Sparsity Parameter
    Graff, John
    Ringuette, Matthew J.
    Singh, Tarunraj
    Lagor, Francis D.
    [J]. AIAA JOURNAL, 2020, 58 (09) : 3919 - 3931
  • [3] HYBRID REDUCED-ORDER INTEGRATION WITH PROPER ORTHOGONAL DECOMPOSITION AND DYNAMIC MODE DECOMPOSITION
    Williams, Matthew O.
    Schmid, Peter J.
    Kutz, J. Nathan
    [J]. MULTISCALE MODELING & SIMULATION, 2013, 11 (02): : 522 - 544
  • [4] REDUCED-ORDER MODELING OF FLEXIBLE STRUCTURES
    RAMAKRISHNAN, JV
    RAO, SV
    KOVAL, LR
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1988, 11 (05) : 459 - 464
  • [5] REDUCED-ORDER MODELING IN AIRCRAFT MISSION ANALYSIS
    KELLEY, HJ
    [J]. AIAA JOURNAL, 1971, 9 (02) : 349 - &
  • [6] Parametric Reduced-Order Modeling of Aeroelastic Systems
    Vojkovic, Tea
    Vuillemin, Pierre
    Quero, David
    Poussot-Vassal, Charles
    [J]. IFAC PAPERSONLINE, 2022, 55 (20): : 151 - 156
  • [7] Reduced-order control using low-rank dynamic mode decomposition
    Palash Sashittal
    Daniel J. Bodony
    [J]. Theoretical and Computational Fluid Dynamics, 2019, 33 : 603 - 623
  • [8] Dynamic Mode Decomposition Reduced-Order Models for Multiscale Kinetic Plasma Analysis
    Nayak, Indranil
    Teixeira, Fernando L.
    [J]. 2021 UNITED STATES NATIONAL COMMITTEE OF URSI NATIONAL RADIO SCIENCE MEETING (USNC-URSI NRSM), 2021, : 261 - 262
  • [9] Reduced-order control using low-rank dynamic mode decomposition
    Sashittal, Palash
    Bodony, Daniel J.
    [J]. THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS, 2019, 33 (06) : 603 - 623
  • [10] Reduced-Order Aeroelastic Models for Dynamics of Maneuvering Flexible Aircraft
    Hesse, Henrik
    Palacios, Rafael
    [J]. AIAA JOURNAL, 2014, 52 (08) : 1717 - 1732