Proper Orthogonal Decomposition Reduced-Order Model for Nonlinear Aeroelastic Oscillations

被引:49
|
作者
Xie, Dan [1 ]
Xu, Min [1 ]
Dowell, Earl H. [2 ]
机构
[1] Northwestern Polytech Univ, Coll Astronaut, Xian 710072, Peoples R China
[2] Duke Univ, Sch Engn, Dept Mech Engn & Mat Sci, Durham, NC 27708 USA
关键词
GALERKIN METHOD; CYLINDRICAL-SHELLS; REDUCTION; POD; VIBRATIONS; DYNAMICS; FLUTTER;
D O I
10.2514/1.J051989
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In this study, the proper orthogonal decomposition method in conjunction with a Galerkin projection scheme is employed to solve the title problem of a fluttering plate in both two and three dimensions undergoing supersonic flow using von Karman's large deflection plate theory and quasi-steady supersonic aerodynamic theory. Proper-orthogonal-decomposition-based reduced-order models are constructed by using the responses as snapshots from the conventional Galerkin method, which also plays a role as a reference method in this paper. Results for the buckled, limit cycle oscillation, and chaotic responses of the simply supported plate are presented and compared with the Galerkin solutions. Numerical examples demonstrate that the proper orthogonal decomposition reduced-order model permits a much lower-dimensional model as compared to that obtainable via the Galerkin approach. For example, for a plate length-to-width ratio equal to 4, only two proper orthogonal decomposition modes are required to describe the panel oscillation with good accuracy. This produces a reduction in the computational time to less than 3 s in comparison with almost 900 s when using the 16 modes required to obtain the same accuracy with the Galerkin approach.
引用
收藏
页码:229 / 241
页数:13
相关论文
共 50 条
  • [1] Proper orthogonal decomposition reduced-order model of the global oceans
    Kitsios, Vassili
    Cordier, Laurent
    O'Kane, Terence J.
    [J]. THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS, 2024, 38 (05) : 707 - 727
  • [2] Spectral Proper Orthogonal Decomposition Reduced-Order Model for Analysis of Aerothermoelasticity
    Ji, Chunxiu
    Xie, Dan
    Zhang, Shihao
    Maqsood, Adnan
    [J]. AIAA JOURNAL, 2023, 61 (02) : 793 - 807
  • [3] A REDUCED-ORDER MODEL FOR TURBOMACHINERY FLOWS USING PROPER ORTHOGONAL DECOMPOSITION
    Brenner, Thomas A.
    Carpenter, Forrest L.
    Freno, Brian A.
    Cizmas, Paul G. A.
    [J]. PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2013, VOL 6B, 2013,
  • [4] Compressible proper orthogonal decomposition/Galerkin reduced-order model of self-sustained oscillations in a cavity
    Gloerfelt, Xavier
    [J]. PHYSICS OF FLUIDS, 2008, 20 (11)
  • [5] Reduced-order model development using proper orthogonal decomposition and Volterra theory
    Lucia, DJ
    Beran, PS
    [J]. AIAA JOURNAL, 2004, 42 (06) : 1181 - 1190
  • [6] An efficient proper orthogonal decomposition based reduced-order model for compressible flows
    Krath, Elizabeth H.
    Carpenter, Forrest L.
    Cizmas, Paul G. A.
    Johnston, David A.
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 426 (426)
  • [7] Reduced-order model for underwater target identification using proper orthogonal decomposition
    Ramesh, Sai Sudha
    Lim, Kian Meng
    [J]. JOURNAL OF SOUND AND VIBRATION, 2017, 391 : 50 - 72
  • [8] A reduced-order model for a bubbling fluidized bed based on proper orthogonal decomposition
    Yuan, T
    Cizmas, PG
    O'Brien, T
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2005, 30 (02) : 243 - 259
  • [9] A REDUCED-ORDER MODEL FOR ANNULAR LABYRINTH SEALS BASED ON PROPER ORTHOGONAL DECOMPOSITION
    Jin, Hanxiang
    Untaroiu, Alexandrina
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 7, 2017,
  • [10] Constrained reduced-order models based on proper orthogonal decomposition
    Reddy, Sohail R.
    Freno, Brian A.
    Cizmas, Paul G. A.
    Gokaltun, Seckin
    McDaniel, Dwayne
    Dulikravich, George S.
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2017, 321 : 18 - 34