On the transport equation for probability density functions of turbulent vorticity fields

被引:0
|
作者
Li, Jiawei [1 ]
Qian, Zhongmin [2 ,3 ]
Zhou, Mingrui [2 ]
机构
[1] Carnegie Mellon Univ, Dept Math Sci, Pittsburgh, PA 15213 USA
[2] Univ Oxford, Math Inst, Oxford OX2 6GG, England
[3] Oxford Suzhou Ctr Adv Res, Suzhou, Peoples R China
关键词
Navier-Stokes equation; probability density function method; turbulent flows; vorticity;
D O I
10.1098/rspa.2021.0534
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Vorticity random fields of turbulent flows (modelled over the vorticity equation with random initial data for example) are singled out as the main dynamic variables for the description of turbulence, and the evolution equation of the probability density function (PDF) of the vorticity field has been obtained. This PDF evolution equation is a mixed type partial differential equation (PDE) of second order which depends only on the conditional mean (which is a first-order statistics) of the underlying turbulent flow. This is in contrast with Reynolds mean flow equation which relies on a quadratic statistics. The PDF PDE may provide new closure schemes based on the first-order conditional statistics, and some of them will be described in the paper. We should mention that the PDF equation is interesting by its own and is worthy of study as a PDE of second order.
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页数:17
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