Bragg A, Swailes D C, Skartlien R
Sibley School of Mechanical & Aerospace Engineering, Cornell University, Ithaca, New York 14853-7501, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Nov;86(5 Pt 2):056306. doi: 10.1103/PhysRevE.86.056306. Epub 2012 Nov 12.
The dispersion of passive scalars and inertial particles in a turbulent flow can be described in terms of probability density functions (PDFs) defining the statistical distribution of relevant scalar or particle variables. The construction of transport equations governing the evolution of such PDFs has been the subject of numerous studies, and various authors have presented formulations for this type of equation, usually referred to as a kinetic equation. In the literature it is often stated, and widely assumed, that these PDF kinetic equation formulations are equivalent. In this paper it is shown that this is not the case, and the significance of differences among the various forms is considered. In particular, consideration is given to which form of equation is most appropriate for modeling dispersion in inhomogeneous turbulence and most consistent with the underlying particle equation of motion. In this regard the PDF equations for inertial particles are considered in the limit of zero particle Stokes number and assessed against the fully mixed (zero-drift) condition for fluid points. A long-standing question regarding the validity of kinetic equations in the fluid-point limit is answered; it is demonstrated formally that one version of the kinetic equation (derived using the Furutsu-Novikov method) provides a model that satisfies this zero-drift condition exactly in both homogeneous and inhomogeneous systems. In contrast, other forms of the kinetic equation do not satisfy this limit or apply only in a limited regime.
湍流中被动标量和惯性粒子的扩散可以用概率密度函数(PDF)来描述,这些函数定义了相关标量或粒子变量的统计分布。构建支配此类PDF演化的输运方程一直是众多研究的主题,许多作者都提出了这类方程的公式,通常称为动力学方程。在文献中,人们经常声称并广泛假定这些PDF动力学方程公式是等价的。本文表明情况并非如此,并考虑了各种形式之间差异的重要性。特别地,考虑了哪种形式的方程最适合模拟非均匀湍流中的扩散,并且与潜在的粒子运动方程最一致。在这方面,考虑了惯性粒子的PDF方程在零粒子斯托克斯数的极限情况下,并根据流体点的完全混合(零漂移)条件进行评估。一个关于动力学方程在流体点极限情况下有效性的长期问题得到了解答;正式证明了动力学方程的一个版本(使用古津-诺维科夫方法推导)提供了一个在均匀和非均匀系统中都能精确满足此零漂移条件的模型。相比之下,其他形式的动力学方程不满足此极限或仅在有限的范围内适用。