Fast computation of finite-time Lyapunov exponent fields for unsteady flows

被引:112
作者
Brunton, Steven L. [1 ]
Rowley, Clarence W. [1 ]
机构
[1] Princeton Univ, Dept Mech & Aerosp Engn, Princeton, NJ 08544 USA
关键词
approximation theory; Lyapunov methods; vortices; LAGRANGIAN COHERENT STRUCTURES; TRANSPORT; VISUALIZATION; DEFINITION; VORTEX;
D O I
10.1063/1.3270044
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper presents new efficient methods for computing finite-time Lyapunov exponent (FTLE) fields in unsteady flows. The methods approximate the particle flow map, eliminating redundant particle integrations in neighboring flow map calculations. Two classes of flow map approximations are investigated based on composition of intermediate flow maps; unidirectional approximation constructs a time-T map by composing a number of smaller time-h maps, while bidirectional approximation constructs a flow map by composing both positive- and negative-time maps. The unidirectional method is shown to be fast and accurate, although it is memory intensive. The bidirectional method is also fast and uses significantly less memory; however, it is prone to error which is large in regions where the opposite-time FTLE field is large, rendering it unusable. The algorithms are implemented and compared on three example fluid flows: a double gyre, a low Reynolds number pitching flat plate, and an unsteady ABC flow.
引用
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页数:12
相关论文
共 25 条
[1]  
BRUNTON S, 2009, 47 AIAA AER SC UNPUB
[2]  
BRUNTON S, 2008, 46 AIAA AER SC UNPUB
[3]   A fast immersed boundary method using a nullspace approach and multi-domain far-field boundary conditions [J].
Colonius, Tim ;
Taira, Kunihiko .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2008, 197 (25-28) :2131-2146
[4]   Geometry of unsteady fluid transport during fluid-structure interactions [J].
Franco, Elisa ;
Pekarek, David N. ;
Peng, Jifeng ;
Dabiri, John O. .
JOURNAL OF FLUID MECHANICS, 2007, 589 :125-145
[5]  
GARTH A, 2008, IEEE VGTC UNPUB, V27
[6]   Efficient computation and visualization of coherent structures in fluid flow applications [J].
Garth, Christoph ;
Gerhardt, Florian ;
Tricoche, Xavier ;
Hagen, Hans .
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2007, 13 (06) :1464-1471
[7]  
GREEN M, 2009, THESIS PRINCETON U
[8]   Detection of Lagrangian coherent structures in three-dimensional turbulence [J].
Green, M. A. ;
Rowley, C. W. ;
Haller, G. .
JOURNAL OF FLUID MECHANICS, 2007, 572 :111-120
[9]   Distinguished material surfaces and coherent structures in three-dimensional fluid flows [J].
Haller, G .
PHYSICA D, 2001, 149 (04) :248-277
[10]   Lagrangian coherent structures from approximate velocity data [J].
Haller, G .
PHYSICS OF FLUIDS, 2002, 14 (06) :1851-1861