State-space model identification and feedback control of unsteady aerodynamic forces

被引:60
作者
Brunton, Steven L. [1 ]
Dawson, Scott T. M. [2 ]
Rowley, Clarence W. [2 ]
机构
[1] Univ Washington, Dept Appl Math, Seattle, WA 98195 USA
[2] Princeton Univ, Dept Mech & Aerosp Engn, Princeton, NJ 08544 USA
关键词
Unsteady aerodynamics; Theodorsen's model; Reduced-order model; State-space realization; Eigensystem realization algorithm (ERA); Observer/Kalman filter identification (OKID); IMMERSED BOUNDARY METHOD; FLAT-PLATE; FLUTTER; LIFT; FLOW; REDUCTION; AIRFOIL; VORTEX;
D O I
10.1016/j.jfluidstructs.2014.06.026
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Unsteady aerodynamic models are necessary to accurately simulate forces and develop feedback controllers for wings in agile motion: however, these models are often high dimensional or incompatible with modern control techniques. Recently, reduced-order unsteady aerodynamic models have been developed for a pitching and plunging airfoil by linearizing the discretized Navier Stokes equation with lift-force output. In this work, we extend these reduced-order models to include multiple inputs (pitch, plunge, and surge) and explicit parameterization by the pitch-axis location, inspired by Theodorsen's model. Next, we investigate the na ve application of system identification techniques to input output data and the resulting pitfalls, such as unstable or inaccurate models. Finally, robust feedback controllers are constructed based on these low-dimensional state-space models for simulations of a rigid flat plate at Reynolds number 100. Various controllers are implemented for models linearized at base angles of attack cro = 0, ao =10, and ao = 20. The resulting control laws are able to track an aggressive reference lift trajectory while attenuating sensor noise and compensating for strong nonlinearities. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:253 / 270
页数:18
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共 50 条
[1]   Feedback control of unstable steady states of flow past a flat plate using reduced-order estimators [J].
Ahuja, S. ;
Rowley, C. W. .
JOURNAL OF FLUID MECHANICS, 2010, 645 :447-478
[2]   Energy harvesting eel [J].
Allen, JJ ;
Smits, AJ .
JOURNAL OF FLUIDS AND STRUCTURES, 2001, 15 (3-4) :629-640
[3]   Toward Real-Time Computational-Fluid-Dynamics-Based Aeroelastic Computations Using a Database of Reduced-Order Information [J].
Amsallem, David ;
Cortial, Julien ;
Farhat, Charbel .
AIAA JOURNAL, 2010, 48 (09) :2029-2037
[4]  
[Anonymous], 1965, P 3 ANN ALL C CIRC S
[5]  
[Anonymous], 1991, 104069 NASA
[6]   Input-output analysis, model reduction and control of the flat-plate boundary layer [J].
Bagheri, Shervin ;
Brandt, Luca ;
Henningson, Dan S. .
JOURNAL OF FLUID MECHANICS, 2009, 620 :263-298
[7]   Reduced-Order Modeling of Flutter and Limit-Cycle Oscillations Using the Sparse Volterra Series [J].
Balajewicz, Maciej ;
Dowell, Earl .
JOURNAL OF AIRCRAFT, 2012, 49 (06) :1803-1812
[8]   Spanwise flow and the attachment of the leading-edge vortex on insect wings [J].
Birch, JM ;
Dickinson, MH .
NATURE, 2001, 412 (6848) :729-733
[9]  
Breuker R, 2008, 49 STRUCT STRUCT DYN
[10]   Evaluation of Reynolds number effects on flutter derivatives of a flat plate by means of a computational approach [J].
Bruno, L. ;
Fransos, D. .
JOURNAL OF FLUIDS AND STRUCTURES, 2008, 24 (07) :1058-1076