Wacławczyk Marta, Staffolani Nicola, Oberlack Martin, Rosteck Andreas, Wilczek Michael, Friedrich Rudolf
Chair of Fluid Dynamics, Department of Mechanical Engineering, TU Darmstadt, Otto-Berndt-Str. 2, 64287 Darmstadt, Germany.
Chair of Fluid Dynamics, Department of Mechanical Engineering, TU Darmstadt, Otto-Berndt-Str. 2, 64287 Darmstadt, Germany and GS Computational Engineering, TU Darmstadt, Dolivostr. 15, 64293 Darmstadt, Germany and Center of Smart Interfaces, Alarich-Weiss-Strae 10, 64287 Darmstadt, Germany.
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Jul;90(1):013022. doi: 10.1103/PhysRevE.90.013022. Epub 2014 Jul 28.
It was shown by Oberlack and Rosteck [Discr. Cont. Dyn. Sys. S, 3, 451 2010] that the infinite set of multipoint correlation (MPC) equations of turbulence admits a considerable extended set of Lie point symmetries compared to the Galilean group, which is implied by the original set of equations of fluid mechanics. Specifically, a new scaling group and an infinite set of translational groups of all multipoint correlation tensors have been discovered. These new statistical groups have important consequences for our understanding of turbulent scaling laws as they are essential ingredients of, e.g., the logarithmic law of the wall and other scaling laws, which in turn are exact solutions of the MPC equations. In this paper we first show that the infinite set of translational groups of all multipoint correlation tensors corresponds to an infinite dimensional set of translations under which the Lundgren-Monin-Novikov (LMN) hierarchy of equations for the probability density functions (PDF) are left invariant. Second, we derive a symmetry for the LMN hierarchy which is analogous to the scaling group of the MPC equations. Most importantly, we show that this symmetry is a measure of the intermittency of the velocity signal and the transformed functions represent PDFs of an intermittent (i.e., turbulent or nonturbulent) flow. Interesting enough, the positivity of the PDF puts a constraint on the group parameters of both shape and intermittency symmetry, leading to two conclusions. First, the latter symmetries may no longer be Lie group as under certain conditions group properties are violated, but still they are symmetries of the LMN equations. Second, as the latter two symmetries in its MPC versions are ingredients of many scaling laws such as the log law, the above constraints implicitly put weak conditions on the scaling parameter such as von Karman constant κ as they are functions of the group parameters. Finally, let us note that these kind of statistical symmetries are of much more general type, i.e., not limited to MPC or PDF equations emerging from Navier-Stokes, but instead they are admitted by other nonlinear partial differential equations like, for example, the Burgers equation when in conservative form and if the nonlinearity is quadratic.
奥伯拉克和罗斯泰克[《离散与连续动力系统S》,3,451,2010]表明,与流体力学原始方程组所隐含的伽利略群相比,湍流的无穷多点关联(MPC)方程组允许有相当大的扩展李点对称集。具体而言,发现了一个新的标度群和所有多点关联张量的无穷平移群集。这些新的统计群对我们理解湍流标度律具有重要意义,因为它们是例如壁面对数律和其他标度律的基本要素,而这些标度律又是MPC方程组的精确解。在本文中,我们首先表明,所有多点关联张量的无穷平移群集对应于一个无穷维平移集,在该平移集下,概率密度函数(PDF)的伦德格伦 - 莫宁 - 诺维科夫(LMN)方程组族保持不变。其次,我们推导了LMN方程组族的一种对称性,它类似于MPC方程组的标度群。最重要的是,我们表明这种对称性是速度信号间歇性的一种度量,并且变换后的函数表示间歇性(即湍流或非湍流)流动的PDF。有趣的是,PDF的正性对形状和间歇性对称的群参数施加了约束,从而得出两个结论。第一,后一种对称性在某些条件下可能不再是李群,因为群性质会被违反,但它们仍然是LMN方程组的对称性。第二,由于后两种对称性在其MPC版本中是许多标度律(如对数律)的要素,上述约束隐含地对标度参数(如冯·卡门常数κ)施加了弱条件,因为它们是群参数的函数。最后,需要注意的是,这类统计对称性具有更一般的类型,即不限于从纳维 - 斯托克斯方程导出的MPC或PDF方程,而是其他非线性偏微分方程(如以守恒形式表示且非线性为二次的伯格斯方程)也具有。