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
  • [41] Discrete Element Reduced-Order Modeling of Dynamic Particulate Systems
    Rogers, Amanda
    Ierapetritou, Marianthi G.
    AICHE JOURNAL, 2014, 60 (09) : 3184 - 3194
  • [42] Reduced-Order Modeling Framework Enables Dynamic Process Optimization
    Carpenter, Chris
    JPT, Journal of Petroleum Technology, 2021, 73 (12): : 42 - 43
  • [43] Reduced-order modeling of 4D flow MRI and CFD in Stenotic Flow using Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD)
    Kazemi, Amirkhosro
    Stoddard, Marcus
    Amini, Amir A.
    MEDICAL IMAGING 2022: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2022, 12036
  • [44] Proper Orthogonal Decomposition Mode Coefficient Interpolation: A Non-Intrusive Reduced-Order Model for Parametric Reactor Kinetics
    Hardy, Zachary K.
    Morel, Jim E.
    NUCLEAR SCIENCE AND ENGINEERING, 2024, 198 (04) : 832 - 852
  • [45] Parametric studies on ground vibration test modeling for highly flexible aircraft
    Chang, Chong-Seok
    Hodges, Dewey H.
    JOURNAL OF AIRCRAFT, 2007, 44 (06): : 2049 - 2059
  • [46] Aeroelastic Indicial Response Reduced-Order Modeling for Flexible Flight Vehicles
    Hiller, Brett R.
    Frink, Neal T.
    Silva, Walter A.
    Mavris, Dimitri N.
    JOURNAL OF AIRCRAFT, 2020, 57 (03): : 469 - 490
  • [47] Reduced-Order Modeling of Vehicle Aerodynamics via Proper Orthogonal Decomposition
    Mrosek, Markus
    Othmer, Carsten
    Radespiel, Rolf
    SAE INTERNATIONAL JOURNAL OF PASSENGER CARS-MECHANICAL SYSTEMS, 2019, 12 (03): : 225 - 236
  • [48] Flutter Analysis of Aircraft Wing Using an Alternative Reduced-order Modeling Method
    Sleesongsom, S.
    Winyangkul, S.
    Bureerat, S.
    INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ENERGY ENGINEERING (PEEE 2015), 2015, : 98 - 101
  • [49] Detection and prediction of equilibrium states in kinetic plasma simulations via mode tracking using reduced-order dynamic mode decomposition
    Nayak, Indranil
    Kumar, Mrinal
    Teixeira, Fernando L.
    JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 447
  • [50] Reduced-order nonlinear analysis of aircraft dynamics
    Leng, Gerard
    1600, AIAA, Washington, DC, United States (18):