Fluctuations of Lyapunov exponents in homogeneous and isotropic turbulence

被引:5
|
作者
Ho, Richard D. J. G. [1 ]
Armua, Andres [1 ]
Berera, Arjun [1 ]
机构
[1] Univ Edinburgh, Sch Phys & Astron, Edinburgh EH9 3FD, Midlothian, Scotland
基金
英国科学技术设施理事会; 英国工程与自然科学研究理事会;
关键词
ENERGY-DISSIPATION; PREDICTABILITY; STABILITY; VECTORS; FLOWS; MODEL;
D O I
10.1103/PhysRevFluids.5.024602
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
In the context of the analysis of the chaotic properties of homogeneous and isotropic turbulence, direct numerical simulations are used to study the fluctuations of the finite-time Lyapunov exponent (FTLE) and its relation to the Reynolds number, the lattice size, and the choice of the steptime used to compute the Lyapunov exponents. The results show that using the FTLE method produces Lyapunov exponents that are remarkably stable under the variation of the steptime and lattice size. Furthermore, it reaches such stability faster than other characteristic quantities such as energy and dissipation rate. These results remain even if the steptime is made arbitrarily small. A discrepancy is also resolved between previous measurements of the dependence on the Reynolds number of the Lyapunov exponent. The signal produced by different variables in the steady state is analyzed, and the self-decorrelation time is used to determine the run time needed in the simulations to obtain proper statistics for each variable. Finally, a brief analysis on magnetohydrodynamic flows is also presented as an extension to recent work, which shows that the Lyapunov exponent is still a robust measure in the simulations, although the Lyapunov exponent scaling with the Reynolds number is significantly different from that of magnetically neutral hydrodynamic fluids.
引用
收藏
页数:27
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