Dynamics of the Coarse-Grained Vorticity

Size: px
Start display at page:

Download "Dynamics of the Coarse-Grained Vorticity"

Transcription

1 (B) Dynamics of the Coarse-Grained Vorticity See T & L, Section 3.3 Since our interest is mainly in inertial-range turbulence dynamics, we shall consider first the equations of the coarse-grained vorticity. However, it pays to consider a somewhat more general problem of the dynamics of coarse-grained velocity-gradients. Taking as the starting point the equation t ū l +(ū l )ū l = f s l p l + ν ū l + f l for the coarse-grained velocity, one easily derives, by taking the gradient with respect to x, that where D t A l = A 2 l + H l + F s l + ν A l + F l A ij u i = velocity-gradient tensor x j H ij = 2 p x i x j = pressure-tension D l,t = t + ū l x = material derivative of coarse-grained velocity (F s l ) ij = f s li x j = subscale force-gradient F ij = f i x j = external force-gradient (7) A further simplification can be made if one uses the trace-free condition, tr(a l ) = 0, which implies that tr(a 2 l) + tr(h l ) + tr(f s l ) + tr(f l)=0 Multiplying by 1/d and subtracting from the previous equation gives ( D t A l = A 2 l 1 ) d tr(a2 l)i + H l + F s l + ν A l + F l (8) where the notation M for a d d square matrix M denotes in general the trace-free or deviatoric part of M, i.e. 12

2 M = M 1 d tr(m)i There is a considerable history of phenomenological closure modelling of equation (8), going back to the seminal work of P. Vieillefosse, Local interaction between vorticity and shear in a perfect incompressible flow, J. Physique (Paris) (1982); Internal motion of a small element of fluid in an inviscid flow, Physica A (1984) who introduced the simplest approximation of setting Hl = F s l = ν A l = Fl = 0, the so-called Vieillefosse model or restricted Euler model D t A l = (A 2 l 1 d tr(a2 l)i). This model has been much studied subsequently, notably by B. J. Cantwell, Exact solution of a restricted Euler equation for the velocity gradient, Phys. Fluids A A (1992) who obtained an exact solution in terms of elliptic functions. Many further refinements of this approach, with models for ν A l, H l and (for l 0) F s l have been proposed. See C. Meneveau, Lagrangian dynamics and models of the velocity gradient tensor in turbulent flows, Annu. Rev. Fluid Mech (2011) for recent results and a rather complete bibliography of the literature. One of the interesting results of statistical models of this type is that they naturally predict that ω l S l ω l > 0 and more refined statistical alignment trends of turbulent velocity gradients, such as the preferential alignment of ω l with the intermediate strain direction, as observed in DNS by W. Ashurst, A. Kerstein, R. Kerr and C. Gikson, Alignment of vorticity and scalar gradient with strain rate in simulated Navier-Stokes turbulence, Phys. Fluids (1987) 13

3 Thus it seems that we have an explanation of the fundamental observation that ω l S l ω l > 0! The difficulty is that all of these models make fairly crude and hand-waving approximations of the unclosed terms, in particular the pressure-hessian H l. While the models seem to make remarkably good predictions for the statistics of A l, it is not clear that the modelling approximations yield accurate enough results for H l itself (and other unclosed terms). The good news is that these models suggest that much of the observed features of A l can be understood from the local self-stretching dynamics contained in the closed term A 2 l. The equation for the velocity-gradient can be separated into equations for the symmetric part D t S l = [S 2 l + Ω 2 l 1 d tr(s2 l + Ω 2 l)] + H l ( F s l and anti-symmetric part D t Ω l = (S l Ω l + Ω l S l )+ 1 2 ( F s l + F st l )+ 1 2 (F l + F l )+ν Sl. F st l )+ 1 2 (F l F l )+ν Ωl. Although these equations are superficially similar, there are profound differences. For example, note that the (nasty) pressure-hessian term is absent from the equation for Ω l. In fact, the latter equation is mathematically equivalent to the equation for ū l! It is more commonly written in terms of the filtered vorticity vector ω l, using which gives or Ω ij = 1 2 ɛ ijkω k, ω i = ɛ ijk Ω jk, D t ω l = S l ω l + (f s l + f l )+ν ω l, or ( t + ū l ) ω l =( ω l )ū l + (f s l + f l )+ν ω l (using Ω l ω l = 0!) (9) t ω l = (ū l ω l + f s l + f l ν ω l ) (using vector calculus identities) (10) 14

4 An important feature of this equation is that it has the general conservation form t ( ω l ) i + j (Σ l ) ji = 0 (11) where (Σ l ) ji = space flux of the ith-component of vorticity in the jth direction and is an anti-symmetric matric (Σ l ) ij = ū li ω lj ū lj ω li advection of vorticity stretching of vorticity + ν( ω li ω lj ) x j x i viscous diffusion of vorticity + ɛ ijk ( fl s transport of vorticity by turbulent subscale force + fl ) k (12) transport of vorticity by external force Note that we can replace ɛ ijk f s lk with the contribution from the turbulent vortex force ɛ ijk f v lk = τ l(u i,ω j ) τ l (u j,ω i ) since the difference, ɛ ijk (f s lk f v lk )= ɛ ijk k k l, does not contribute to the divergence j (Σ l ) ji. Thus, we see that the turbulent term comes from subscale vorticity advection and stretching. Although (11) has the form of a conservation law, it is not a rather unconventional conservation law since, generally, V ωd3 x = 0! Indeed, using j (x i ω j )=δ ij ω j + x i ( j ω j ) = ω i, one can see that =0 V ωd3 x = v x(ω ˆn)dA = 0, if ω ˆn = 0 at the surface V. This will be true if ω is a compactly supported vorticity distribution away from any boundaries. It will also be true in the presense of boundaries, since stick boundary conditions on the velocity (u = 0) imply that ω ˆn = 0, i.e. the normal component of ω at the boundary vanishes. Thus, the conserved quantity V ωd3 x is trivial! 15

5 A nontrivial quantity is the enstrophy Ω= 1 2 V ω 2 d 3 x. The local balance equation for largescale enstrophy can be obtained from (10), as: t ( 1 2 ω l 2 )+ [ large-scale advection {}}{ 1 2 ω l 2 ū l + viscous diffusion turbulent diffusion {}}{ ω l fl s ν ( 1 2 ω l 2 ) ] = ω l S l ω l production of large-scale enstrophy by vortex-stretching + ( ω l ) f s l flux of large-scale enstrophy to the small-scales ν ω l 2 viscous dissipation of large-scale enstrophy + ω l ( f l ) production of large-scale enstrophy by external force (13) This does not have the conservation form even formally in the limit as ν 0 and l 0, because of the production by vortex-stretching. This balance equation can be written in other, equivalent forms. For example, replacing f s l f v l gives t ( 1 2 ω l 2 )+ k [ 1 2 ω l 2 ū lk + ω li (τ l (ω i,u k ) τ l (ω k,u i )) ν k ( 1 2 ω l 2 )] = ω l S l ω l + ω lj,k (τ l (ω j,u k ) τ l (ω k,u j )) ν ω l 2 (14) Using the relations this can also be written as j τ l (ω j,u i )=τ l (ω j,u i,j )=τ l (ω j,s ij ) t ( 1 2 ω l 2 )+ k [ 1 2 ω l 2 ū lk + ω li τ l (ω i,u k ) ν k ( 1 2 ω l 2 )] = ω l S l ω l + ω li τ l (ω j,s ij ) + ω li,j τ l (ω i,u j ) ν ω l 2 (15) This is the form considered by T & L, eq. (3.3.36). A corresponding equation can be written for the small-scale enstrophy ζ l = 1 2 τ l(ω i,ω i ) which takes the form 16

6 large-scale advection [ {}}{ t ζ l + k ζ l ū lk + small-scale advection {}}{ 1 2 τ l(ω i,ω i,u k ) + turbulent diffusion viscous diffusion {}}{ ] ω li τ l (ω k,u i ) ν k ζ l = τ l (S ij,ω i,ω j )+τ l (ω i,ω j )S ij +2τ l (ω i,s ij ) ω j vortex stretching ω li,k (τ l (ω i,u k ) τ l (ω k,u i )) flux of enstrophy from large-scales ντ l (ω i,k,ω i,k ) viscous destruction of enstrophy (16) Note that the term that we have called turbulent diffusion of the small-scale enstrophy should really be written as ω li τ l (ω k,u i ) = ω li τ l (ω i,u k ) + ω li (τ l (ω k,u i ) τ l (ω i,u k )) small-scale advection contribution turbulent diffusion proper Where the vortex-force term τ l (u i,ω j ) τ l (u j,ω i ) appears above, we could have used also the subscale force term ɛ ijk flk s. Other forms of the relation may also be written. For example, again using the relations j τ l (ω j,u i )=τ l (ω j,u i,j )=τ l (ω j,s ij ), the small-scale enstrophy balance may be written as t ζ l + k [ζ l ū l,k τ l(ω i,ω i,u k ) ν k ζ l ] = τ l (S ij,ω i,ω j )+τ l (ω i,ω j )S li,j + τ l (ω i,s ij ) ω lj (17) ω li,k τ l (ω i,u k ) ντ l (ω i,k,ω i,k ) (18) This is the version presented in T & L, eq.(3.3.38). Note that the production of enstrophy in the small-scales by flux from the large-scales ω li,j (τ l (ω i,u j ) τ l (ω j,u i )) [or the similar term that appears in the T & L versions] is exactly equal and opposite to the enstrophy flux out of the large-scales in (13). This is very similar to what occurred in the energy balances. However, we shall see that the enstrophy dynamics is NOT dominated by nonlinear cascade! 17

Turbulent Vortex Dynamics

Turbulent Vortex Dynamics IV (A) Turbulent Vortex Dynamics Energy Cascade and Vortex Dynamics See T & L, Section 2.3, 8.2 We shall investigate more thoroughly the dynamical mechanism of forward energy cascade to small-scales, i.e.

More information

Regularity diagnostics applied to a turbulent boundary layer

Regularity diagnostics applied to a turbulent boundary layer Center for Turbulence Research Proceedings of the Summer Program 208 247 Regularity diagnostics applied to a turbulent boundary layer By H. J. Bae, J. D. Gibbon, R. M. Kerr AND A. Lozano-Durán Regularity

More information

arxiv: v1 [physics.flu-dyn] 24 Feb 2016

arxiv: v1 [physics.flu-dyn] 24 Feb 2016 Preferential rotation of chiral dipoles in isotropic turbulence Stefan Kramel and Greg A. Voth Department of Physics, Wesleyan University, Middletown, Connecticut 6459, USA arxiv:6.74v [physics.flu-dyn]

More information

Review of fluid dynamics

Review of fluid dynamics Chapter 2 Review of fluid dynamics 2.1 Preliminaries ome basic concepts: A fluid is a substance that deforms continuously under stress. A Material olume is a tagged region that moves with the fluid. Hence

More information

Lecture 3: The Navier-Stokes Equations: Topological aspects

Lecture 3: The Navier-Stokes Equations: Topological aspects Lecture 3: The Navier-Stokes Equations: Topological aspects September 9, 2015 1 Goal Topology is the branch of math wich studies shape-changing objects; objects which can transform one into another without

More information

Locality of Energy Transfer

Locality of Energy Transfer (E) Locality of Energy Transfer See T & L, Section 8.2; U. Frisch, Section 7.3 The Essence of the Matter We have seen that energy is transferred from scales >`to scales

More information

Vorticity and Dynamics

Vorticity and Dynamics Vorticity and Dynamics In Navier-Stokes equation Nonlinear term ω u the Lamb vector is related to the nonlinear term u 2 (u ) u = + ω u 2 Sort of Coriolis force in a rotation frame Viscous term ν u = ν

More information

Fundamentals of Fluid Dynamics: Elementary Viscous Flow

Fundamentals of Fluid Dynamics: Elementary Viscous Flow Fundamentals of Fluid Dynamics: Elementary Viscous Flow Introductory Course on Multiphysics Modelling TOMASZ G. ZIELIŃSKI bluebox.ippt.pan.pl/ tzielins/ Institute of Fundamental Technological Research

More information

Nonequilibrium Dynamics in Astrophysics and Material Science YITP, Kyoto

Nonequilibrium Dynamics in Astrophysics and Material Science YITP, Kyoto Nonequilibrium Dynamics in Astrophysics and Material Science 2011-11-02 @ YITP, Kyoto Multi-scale coherent structures and their role in the Richardson cascade of turbulence Susumu Goto (Okayama Univ.)

More information

Basic hydrodynamics. David Gurarie. 1 Newtonian fluids: Euler and Navier-Stokes equations

Basic hydrodynamics. David Gurarie. 1 Newtonian fluids: Euler and Navier-Stokes equations Basic hydrodynamics David Gurarie 1 Newtonian fluids: Euler and Navier-Stokes equations The basic hydrodynamic equations in the Eulerian form consist of conservation of mass, momentum and energy. We denote

More information

Max Planck Institut für Plasmaphysik

Max Planck Institut für Plasmaphysik ASDEX Upgrade Max Planck Institut für Plasmaphysik 2D Fluid Turbulence Florian Merz Seminar on Turbulence, 08.09.05 2D turbulence? strictly speaking, there are no two-dimensional flows in nature approximately

More information

7 The Navier-Stokes Equations

7 The Navier-Stokes Equations 18.354/12.27 Spring 214 7 The Navier-Stokes Equations In the previous section, we have seen how one can deduce the general structure of hydrodynamic equations from purely macroscopic considerations and

More information

An Introduction to Theories of Turbulence. James Glimm Stony Brook University

An Introduction to Theories of Turbulence. James Glimm Stony Brook University An Introduction to Theories of Turbulence James Glimm Stony Brook University Topics not included (recent papers/theses, open for discussion during this visit) 1. Turbulent combustion 2. Turbulent mixing

More information

CHAPTER 7 SEVERAL FORMS OF THE EQUATIONS OF MOTION

CHAPTER 7 SEVERAL FORMS OF THE EQUATIONS OF MOTION CHAPTER 7 SEVERAL FORMS OF THE EQUATIONS OF MOTION 7.1 THE NAVIER-STOKES EQUATIONS Under the assumption of a Newtonian stress-rate-of-strain constitutive equation and a linear, thermally conductive medium,

More information

Before we consider two canonical turbulent flows we need a general description of turbulence.

Before we consider two canonical turbulent flows we need a general description of turbulence. Chapter 2 Canonical Turbulent Flows Before we consider two canonical turbulent flows we need a general description of turbulence. 2.1 A Brief Introduction to Turbulence One way of looking at turbulent

More information

Multiscale Computation of Isotropic Homogeneous Turbulent Flow

Multiscale Computation of Isotropic Homogeneous Turbulent Flow Multiscale Computation of Isotropic Homogeneous Turbulent Flow Tom Hou, Danping Yang, and Hongyu Ran Abstract. In this article we perform a systematic multi-scale analysis and computation for incompressible

More information

Euler equation and Navier-Stokes equation

Euler equation and Navier-Stokes equation Euler equation and Navier-Stokes equation WeiHan Hsiao a a Department of Physics, The University of Chicago E-mail: weihanhsiao@uchicago.edu ABSTRACT: This is the note prepared for the Kadanoff center

More information

Intermittent distribution of heavy particles in a turbulent flow. Abstract

Intermittent distribution of heavy particles in a turbulent flow. Abstract Intermittent distribution of heavy particles in a turbulent flow Gregory Falkovich 1 and Alain Pumir 2 1 Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100 Israel 2 I.N.L.N., 1361

More information

PEAT SEISMOLOGY Lecture 2: Continuum mechanics

PEAT SEISMOLOGY Lecture 2: Continuum mechanics PEAT8002 - SEISMOLOGY Lecture 2: Continuum mechanics Nick Rawlinson Research School of Earth Sciences Australian National University Strain Strain is the formal description of the change in shape of a

More information

Introduction to Turbulence and Turbulence Modeling

Introduction to Turbulence and Turbulence Modeling Introduction to Turbulence and Turbulence Modeling Part I Venkat Raman The University of Texas at Austin Lecture notes based on the book Turbulent Flows by S. B. Pope Turbulent Flows Turbulent flows Commonly

More information

Tutorial School on Fluid Dynamics: Aspects of Turbulence Session I: Refresher Material Instructor: James Wallace

Tutorial School on Fluid Dynamics: Aspects of Turbulence Session I: Refresher Material Instructor: James Wallace Tutorial School on Fluid Dynamics: Aspects of Turbulence Session I: Refresher Material Instructor: James Wallace Adapted from Publisher: John S. Wiley & Sons 2002 Center for Scientific Computation and

More information

Math background. Physics. Simulation. Related phenomena. Frontiers in graphics. Rigid fluids

Math background. Physics. Simulation. Related phenomena. Frontiers in graphics. Rigid fluids Fluid dynamics Math background Physics Simulation Related phenomena Frontiers in graphics Rigid fluids Fields Domain Ω R2 Scalar field f :Ω R Vector field f : Ω R2 Types of derivatives Derivatives measure

More information

CVS filtering to study turbulent mixing

CVS filtering to study turbulent mixing CVS filtering to study turbulent mixing Marie Farge, LMD-CNRS, ENS, Paris Kai Schneider, CMI, Université de Provence, Marseille Carsten Beta, LMD-CNRS, ENS, Paris Jori Ruppert-Felsot, LMD-CNRS, ENS, Paris

More information

Chapter 2: Fluid Dynamics Review

Chapter 2: Fluid Dynamics Review 7 Chapter 2: Fluid Dynamics Review This chapter serves as a short review of basic fluid mechanics. We derive the relevant transport equations (or conservation equations), state Newton s viscosity law leading

More information

Chapter 5. The Differential Forms of the Fundamental Laws

Chapter 5. The Differential Forms of the Fundamental Laws Chapter 5 The Differential Forms of the Fundamental Laws 1 5.1 Introduction Two primary methods in deriving the differential forms of fundamental laws: Gauss s Theorem: Allows area integrals of the equations

More information

Lecture 14. Turbulent Combustion. We know what a turbulent flow is, when we see it! it is characterized by disorder, vorticity and mixing.

Lecture 14. Turbulent Combustion. We know what a turbulent flow is, when we see it! it is characterized by disorder, vorticity and mixing. Lecture 14 Turbulent Combustion 1 We know what a turbulent flow is, when we see it! it is characterized by disorder, vorticity and mixing. In a fluid flow, turbulence is characterized by fluctuations of

More information

TRANSIENT FLOW AROUND A VORTEX RING BY A VORTEX METHOD

TRANSIENT FLOW AROUND A VORTEX RING BY A VORTEX METHOD Proceedings of The Second International Conference on Vortex Methods, September 26-28, 21, Istanbul, Turkey TRANSIENT FLOW AROUND A VORTEX RING BY A VORTEX METHOD Teruhiko Kida* Department of Energy Systems

More information

Entropy generation and transport

Entropy generation and transport Chapter 7 Entropy generation and transport 7.1 Convective form of the Gibbs equation In this chapter we will address two questions. 1) How is Gibbs equation related to the energy conservation equation?

More information

Exam in Fluid Mechanics 5C1214

Exam in Fluid Mechanics 5C1214 Eam in Fluid Mechanics 5C1214 Final eam in course 5C1214 13/01 2004 09-13 in Q24 Eaminer: Prof. Dan Henningson The point value of each question is given in parenthesis and you need more than 20 points

More information

Lecture 4: The Navier-Stokes Equations: Turbulence

Lecture 4: The Navier-Stokes Equations: Turbulence Lecture 4: The Navier-Stokes Equations: Turbulence September 23, 2015 1 Goal In this Lecture, we shall present the main ideas behind the simulation of fluid turbulence. We firts discuss the case of the

More information

arxiv: v2 [physics.flu-dyn] 11 Nov 2008

arxiv: v2 [physics.flu-dyn] 11 Nov 2008 Modeling the pressure Hessian and viscous Laplacian in Turbulence: comparisons with DNS and implications on velocity gradient dynamics arxiv:72.9v2 [physics.flu-dyn] Nov 28 L. Chevillard,2, C. Meneveau,

More information

Optimizing calculation costs of tubulent flows with RANS/LES methods

Optimizing calculation costs of tubulent flows with RANS/LES methods Optimizing calculation costs of tubulent flows with RANS/LES methods Investigation in separated flows C. Friess, R. Manceau Dpt. Fluid Flow, Heat Transfer, Combustion Institute PPrime, CNRS University

More information

Chapter 13. Eddy Diffusivity

Chapter 13. Eddy Diffusivity Chapter 13 Eddy Diffusivity Glenn introduced the mean field approximation of turbulence in two-layer quasigesotrophic turbulence. In that approximation one must solve the zonally averaged equations for

More information

Explicit algebraic Reynolds stress models for boundary layer flows

Explicit algebraic Reynolds stress models for boundary layer flows 1. Explicit algebraic models Two explicit algebraic models are here compared in order to assess their predictive capabilities in the simulation of boundary layer flow cases. The studied models are both

More information

Quick Recapitulation of Fluid Mechanics

Quick Recapitulation of Fluid Mechanics Quick Recapitulation of Fluid Mechanics Amey Joshi 07-Feb-018 1 Equations of ideal fluids onsider a volume element of a fluid of density ρ. If there are no sources or sinks in, the mass in it will change

More information

Turbulence Modeling. Cuong Nguyen November 05, The incompressible Navier-Stokes equations in conservation form are u i x i

Turbulence Modeling. Cuong Nguyen November 05, The incompressible Navier-Stokes equations in conservation form are u i x i Turbulence Modeling Cuong Nguyen November 05, 2005 1 Incompressible Case 1.1 Reynolds-averaged Navier-Stokes equations The incompressible Navier-Stokes equations in conservation form are u i x i = 0 (1)

More information

Dissipative Anomalies in Singular Euler Flows. Gregory L. Eyink Applied Mathematics & Statistics The Johns Hopkins University

Dissipative Anomalies in Singular Euler Flows. Gregory L. Eyink Applied Mathematics & Statistics The Johns Hopkins University Dissipative Anomalies in Singular Euler Flows Gregory L. Eyink Applied Mathematics & Statistics The Johns Hopkins University Euler Equations: 250 Years On Aussois, France June 18-23, 2007 Energy Dissipation

More information

V (r,t) = i ˆ u( x, y,z,t) + ˆ j v( x, y,z,t) + k ˆ w( x, y, z,t)

V (r,t) = i ˆ u( x, y,z,t) + ˆ j v( x, y,z,t) + k ˆ w( x, y, z,t) IV. DIFFERENTIAL RELATIONS FOR A FLUID PARTICLE This chapter presents the development and application of the basic differential equations of fluid motion. Simplifications in the general equations and common

More information

2. Conservation Equations for Turbulent Flows

2. Conservation Equations for Turbulent Flows 2. Conservation Equations for Turbulent Flows Coverage of this section: Review of Tensor Notation Review of Navier-Stokes Equations for Incompressible and Compressible Flows Reynolds & Favre Averaging

More information

Lagrangian evolution of non-gaussianity in a restricted Euler type model of rotating turbulence

Lagrangian evolution of non-gaussianity in a restricted Euler type model of rotating turbulence Lagrangian evolution of non-gaussianity in a restricted Euler type model of rotating turbulence School of Mathematics and Statistics University of Sheffield INI Workshop, Cambridge, September 2008 Non-Gaussian

More information

Modelling of turbulent flows: RANS and LES

Modelling of turbulent flows: RANS and LES Modelling of turbulent flows: RANS and LES Turbulenzmodelle in der Strömungsmechanik: RANS und LES Markus Uhlmann Institut für Hydromechanik Karlsruher Institut für Technologie www.ifh.kit.edu SS 2012

More information

STRESS TRANSPORT MODELLING 2

STRESS TRANSPORT MODELLING 2 STRESS TRANSPORT MODELLING 2 T.J. Craft Department of Mechanical, Aerospace & Manufacturing Engineering UMIST, Manchester, UK STRESS TRANSPORT MODELLING 2 p.1 Introduction In the previous lecture we introduced

More information

Computational Fluid Dynamics 2

Computational Fluid Dynamics 2 Seite 1 Introduction Computational Fluid Dynamics 11.07.2016 Computational Fluid Dynamics 2 Turbulence effects and Particle transport Martin Pietsch Computational Biomechanics Summer Term 2016 Seite 2

More information

Regularization modeling of turbulent mixing; sweeping the scales

Regularization modeling of turbulent mixing; sweeping the scales Regularization modeling of turbulent mixing; sweeping the scales Bernard J. Geurts Multiscale Modeling and Simulation (Twente) Anisotropic Turbulence (Eindhoven) D 2 HFest, July 22-28, 2007 Turbulence

More information

( ) Notes. Fluid mechanics. Inviscid Euler model. Lagrangian viewpoint. " = " x,t,#, #

( ) Notes. Fluid mechanics. Inviscid Euler model. Lagrangian viewpoint.  =  x,t,#, # Notes Assignment 4 due today (when I check email tomorrow morning) Don t be afraid to make assumptions, approximate quantities, In particular, method for computing time step bound (look at max eigenvalue

More information

Publication 97/2. An Introduction to Turbulence Models. Lars Davidson, lada

Publication 97/2. An Introduction to Turbulence Models. Lars Davidson,   lada ublication 97/ An ntroduction to Turbulence Models Lars Davidson http://www.tfd.chalmers.se/ lada Department of Thermo and Fluid Dynamics CHALMERS UNVERSTY OF TECHNOLOGY Göteborg Sweden November 3 Nomenclature

More information

ICES REPORT August Thomas J. R. Hughes

ICES REPORT August Thomas J. R. Hughes ICES REPORT 13-21 August 213 Amplitude-Phase Decompositions and the Growth and Decay of Solutions of the Incompressible Navier-Stokes and Euler Equations by Thomas J. R. Hughes The Institute for Computational

More information

Lecture 1: Introduction to Linear and Non-Linear Waves

Lecture 1: Introduction to Linear and Non-Linear Waves Lecture 1: Introduction to Linear and Non-Linear Waves Lecturer: Harvey Segur. Write-up: Michael Bates June 15, 2009 1 Introduction to Water Waves 1.1 Motivation and Basic Properties There are many types

More information

COMMUTATION ERRORS IN PITM SIMULATION

COMMUTATION ERRORS IN PITM SIMULATION COMMUTATION ERRORS IN PITM SIMULATION B. Chaouat ONERA, 93 Châtillon, France Bruno.Chaouat@onera.fr Introduction Large eddy simulation is a promising route. This approach has been largely developed in

More information

Euclidean invariance and weak-equilibrium condition for the algebraic Reynolds stress model

Euclidean invariance and weak-equilibrium condition for the algebraic Reynolds stress model J. Fluid Mech. 2006), vol. 569, pp. 399 408. c 2006 Cambridge University Press doi:10.1017/s0022112006003041 Printed in the United Kingdom 399 Euclidean invariance and weak-equilibrium condition for the

More information

Probability density function (PDF) methods 1,2 belong to the broader family of statistical approaches

Probability density function (PDF) methods 1,2 belong to the broader family of statistical approaches Joint probability density function modeling of velocity and scalar in turbulence with unstructured grids arxiv:6.59v [physics.flu-dyn] Jun J. Bakosi, P. Franzese and Z. Boybeyi George Mason University,

More information

Lagrangian Dynamics & Mixing

Lagrangian Dynamics & Mixing V Lagrangian Dynamics & Mixing See T&L, Ch. 7 The study of the Lagrangian dynamics of turbulence is, at once, very old and very new. Some of the earliest work on fluid turbulence in the 1920 s, 30 s and

More information

Preliminary Study of the Turbulence Structure in Supersonic Boundary Layers using DNS Data

Preliminary Study of the Turbulence Structure in Supersonic Boundary Layers using DNS Data 35th AIAA Fluid Dynamics Conference, June 6 9, 2005/Toronto,Canada Preliminary Study of the Turbulence Structure in Supersonic Boundary Layers using DNS Data Ellen M. Taylor, M. Pino Martín and Alexander

More information

2. FLUID-FLOW EQUATIONS SPRING 2019

2. FLUID-FLOW EQUATIONS SPRING 2019 2. FLUID-FLOW EQUATIONS SPRING 2019 2.1 Introduction 2.2 Conservative differential equations 2.3 Non-conservative differential equations 2.4 Non-dimensionalisation Summary Examples 2.1 Introduction Fluid

More information

Math 575-Lecture Viscous Newtonian fluid and the Navier-Stokes equations

Math 575-Lecture Viscous Newtonian fluid and the Navier-Stokes equations Math 575-Lecture 13 In 1845, tokes extended Newton s original idea to find a constitutive law which relates the Cauchy stress tensor to the velocity gradient, and then derived a system of equations. The

More information

Vector, Matrix, and Tensor Derivatives

Vector, Matrix, and Tensor Derivatives Vector, Matrix, and Tensor Derivatives Erik Learned-Miller The purpose of this document is to help you learn to take derivatives of vectors, matrices, and higher order tensors (arrays with three dimensions

More information

1 Introduction to Governing Equations 2 1a Methodology... 2

1 Introduction to Governing Equations 2 1a Methodology... 2 Contents 1 Introduction to Governing Equations 2 1a Methodology............................ 2 2 Equation of State 2 2a Mean and Turbulent Parts...................... 3 2b Reynolds Averaging.........................

More information

Problem C3.5 Direct Numerical Simulation of the Taylor-Green Vortex at Re = 1600

Problem C3.5 Direct Numerical Simulation of the Taylor-Green Vortex at Re = 1600 Problem C3.5 Direct Numerical Simulation of the Taylor-Green Vortex at Re = 6 Overview This problem is aimed at testing the accuracy and the performance of high-order methods on the direct numerical simulation

More information

arxiv:chao-dyn/ v1 18 Feb 1999

arxiv:chao-dyn/ v1 18 Feb 1999 Direct Numerical Simulations of the Navier-Stokes Alpha Model Shiyi Chen 1,2, Darryl D. Holm 1, Len G. Margolin 3 and Raoyang Zhang 1,4 arxiv:chao-dyn/9902015v1 18 Feb 1999 1 Center for Nonlinear Studies

More information

1. Introduction, tensors, kinematics

1. Introduction, tensors, kinematics 1. Introduction, tensors, kinematics Content: Introduction to fluids, Cartesian tensors, vector algebra using tensor notation, operators in tensor form, Eulerian and Lagrangian description of scalar and

More information

DIRECTION OF VORTICITY AND A REFINED BLOW-UP CRITERION FOR THE NAVIER-STOKES EQUATIONS WITH FRACTIONAL LAPLACIAN

DIRECTION OF VORTICITY AND A REFINED BLOW-UP CRITERION FOR THE NAVIER-STOKES EQUATIONS WITH FRACTIONAL LAPLACIAN DIRECTION OF VORTICITY AND A REFINED BLOW-UP CRITERION FOR THE NAVIER-STOKES EQUATIONS WITH FRACTIONAL LAPLACIAN KENGO NAKAI Abstract. We give a refined blow-up criterion for solutions of the D Navier-

More information

Solvability of the Incompressible Navier-Stokes Equations on a Moving Domain with Surface Tension. 1. Introduction

Solvability of the Incompressible Navier-Stokes Equations on a Moving Domain with Surface Tension. 1. Introduction Solvability of the Incompressible Navier-Stokes Equations on a Moving Domain with Surface Tension Hantaek Bae Courant Institute of Mathematical Sciences, New York University 251 Mercer Street, New York,

More information

A scaling limit from Euler to Navier-Stokes equations with random perturbation

A scaling limit from Euler to Navier-Stokes equations with random perturbation A scaling limit from Euler to Navier-Stokes equations with random perturbation Franco Flandoli, Scuola Normale Superiore of Pisa Newton Institute, October 208 Newton Institute, October 208 / Subject of

More information

Introduction to Fluid Mechanics

Introduction to Fluid Mechanics Introduction to Fluid Mechanics Tien-Tsan Shieh April 16, 2009 What is a Fluid? The key distinction between a fluid and a solid lies in the mode of resistance to change of shape. The fluid, unlike the

More information

Getting started: CFD notation

Getting started: CFD notation PDE of p-th order Getting started: CFD notation f ( u,x, t, u x 1,..., u x n, u, 2 u x 1 x 2,..., p u p ) = 0 scalar unknowns u = u(x, t), x R n, t R, n = 1,2,3 vector unknowns v = v(x, t), v R m, m =

More information

The behaviour of high Reynolds flows in a driven cavity

The behaviour of high Reynolds flows in a driven cavity The behaviour of high Reynolds flows in a driven cavity Charles-Henri BRUNEAU and Mazen SAAD Mathématiques Appliquées de Bordeaux, Université Bordeaux 1 CNRS UMR 5466, INRIA team MC 351 cours de la Libération,

More information

Mass Transfer in Turbulent Flow

Mass Transfer in Turbulent Flow Mass Transfer in Turbulent Flow ChEn 6603 References: S.. Pope. Turbulent Flows. Cambridge University Press, New York, 2000. D. C. Wilcox. Turbulence Modeling for CFD. DCW Industries, La Caada CA, 2000.

More information

Turbulence Modeling I!

Turbulence Modeling I! Outline! Turbulence Modeling I! Grétar Tryggvason! Spring 2010! Why turbulence modeling! Reynolds Averaged Numerical Simulations! Zero and One equation models! Two equations models! Model predictions!

More information

The interaction of vorticity and rate-of-strain in homogeneous sheared turbulence

The interaction of vorticity and rate-of-strain in homogeneous sheared turbulence PHYSICS OF FLUIDS VOLUME 12, NUMBER 4 APRIL 2000 The interaction of vorticity and rate-of-strain in homogeneous sheared turbulence K. K. Nomura a) and P. J. Diamessis Department of Mechanical and Aerospace

More information

Several forms of the equations of motion

Several forms of the equations of motion Chapter 6 Several forms of the equations of motion 6.1 The Navier-Stokes equations Under the assumption of a Newtonian stress-rate-of-strain constitutive equation and a linear, thermally conductive medium,

More information

Some remarks on grad-div stabilization of incompressible flow simulations

Some remarks on grad-div stabilization of incompressible flow simulations Some remarks on grad-div stabilization of incompressible flow simulations Gert Lube Institute for Numerical and Applied Mathematics Georg-August-University Göttingen M. Stynes Workshop Numerical Analysis

More information

A simple subgrid-scale model for astrophysical turbulence

A simple subgrid-scale model for astrophysical turbulence CfCA User Meeting NAOJ, 29-30 November 2016 A simple subgrid-scale model for astrophysical turbulence Nobumitsu Yokoi Institute of Industrial Science (IIS), Univ. of Tokyo Collaborators Axel Brandenburg

More information

Reliability of LES in complex applications

Reliability of LES in complex applications Reliability of LES in complex applications Bernard J. Geurts Multiscale Modeling and Simulation (Twente) Anisotropic Turbulence (Eindhoven) DESIDER Symposium Corfu, June 7-8, 27 Sample of complex flow

More information

Accretion Disks I. High Energy Astrophysics: Accretion Disks I 1/60

Accretion Disks I. High Energy Astrophysics: Accretion Disks I 1/60 Accretion Disks I References: Accretion Power in Astrophysics, J. Frank, A. King and D. Raine. High Energy Astrophysics, Vol. 2, M.S. Longair, Cambridge University Press Active Galactic Nuclei, J.H. Krolik,

More information

Lagrangian acceleration in confined 2d turbulent flow

Lagrangian acceleration in confined 2d turbulent flow Lagrangian acceleration in confined 2d turbulent flow Kai Schneider 1 1 Benjamin Kadoch, Wouter Bos & Marie Farge 3 1 CMI, Université Aix-Marseille, France 2 LMFA, Ecole Centrale, Lyon, France 3 LMD, Ecole

More information

On the Global Attractor of 2D Incompressible Turbulence with Random Forcing

On the Global Attractor of 2D Incompressible Turbulence with Random Forcing On the Global Attractor of 2D Incompressible Turbulence with Random Forcing John C. Bowman and Pedram Emami Department of Mathematical and Statistical Sciences University of Alberta October 25, 2017 www.math.ualberta.ca/

More information

3.5 Vorticity Equation

3.5 Vorticity Equation .0 - Marine Hydrodynamics, Spring 005 Lecture 9.0 - Marine Hydrodynamics Lecture 9 Lecture 9 is structured as follows: In paragraph 3.5 we return to the full Navier-Stokes equations (unsteady, viscous

More information

Scalar gradient and small-scale structure in turbulent premixed combustion

Scalar gradient and small-scale structure in turbulent premixed combustion Center for Turbulence Research Annual Research Briefs 6 49 Scalar gradient and small-scale structure in turbulent premixed combustion By S. H. Kim AND H. Pitsch. Motivation and objectives The scalar gradient

More information

Engineering. Spring Department of Fluid Mechanics, Budapest University of Technology and Economics. Large-Eddy Simulation in Mechanical

Engineering. Spring Department of Fluid Mechanics, Budapest University of Technology and Economics. Large-Eddy Simulation in Mechanical Outline Geurts Book Department of Fluid Mechanics, Budapest University of Technology and Economics Spring 2013 Outline Outline Geurts Book 1 Geurts Book Origin This lecture is strongly based on the book:

More information

Fluid Dynamics Exercises and questions for the course

Fluid Dynamics Exercises and questions for the course Fluid Dynamics Exercises and questions for the course January 15, 2014 A two dimensional flow field characterised by the following velocity components in polar coordinates is called a free vortex: u r

More information

Vortex stretching in incompressible and compressible fluids

Vortex stretching in incompressible and compressible fluids Vortex stretching in incompressible and compressible fluids Esteban G. Tabak, Fluid Dynamics II, Spring 00 1 Introduction The primitive form of the incompressible Euler equations is given by ( ) du P =

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master Degree in Mechanical Engineering Numerical Heat and Mass Transfer 19 Turbulent Flows Fausto Arpino f.arpino@unicas.it Introduction All the flows encountered in the engineering practice become unstable

More information

Mechanics of solids and fluids -Introduction to continuum mechanics

Mechanics of solids and fluids -Introduction to continuum mechanics Mechanics of solids and fluids -Introduction to continuum mechanics by Magnus Ekh August 12, 2016 Introduction to continuum mechanics 1 Tensors............................. 3 1.1 Index notation 1.2 Vectors

More information

Vorticity Equation Marine Hydrodynamics Lecture 9. Return to viscous incompressible flow. N-S equation: v. Now: v = v + = 0 incompressible

Vorticity Equation Marine Hydrodynamics Lecture 9. Return to viscous incompressible flow. N-S equation: v. Now: v = v + = 0 incompressible 13.01 Marine Hydrodynamics, Fall 004 Lecture 9 Copyright c 004 MIT - Department of Ocean Engineering, All rights reserved. Vorticity Equation 13.01 - Marine Hydrodynamics Lecture 9 Return to viscous incompressible

More information

Collision of inertial particles in turbulent flows.

Collision of inertial particles in turbulent flows. Collision of inertial particles in turbulent flows. Alain Pumir, INLN (France) Grisha Falkovich, Weizmann Inst. (Israel) Introduction (1) Particles advected by a fluid flow, with a mass that does not match

More information

ρ t + (ρu j ) = 0 (2.1) x j +U j = 0 (2.3) ρ +ρ U j ρ

ρ t + (ρu j ) = 0 (2.1) x j +U j = 0 (2.3) ρ +ρ U j ρ Chapter 2 Mathematical Models The following sections present the equations which are used in the numerical simulations documented in this thesis. For clarity, equations have been presented in Cartesian

More information

An evaluation of a conservative fourth order DNS code in turbulent channel flow

An evaluation of a conservative fourth order DNS code in turbulent channel flow Center for Turbulence Research Annual Research Briefs 2 2 An evaluation of a conservative fourth order DNS code in turbulent channel flow By Jessica Gullbrand. Motivation and objectives Direct numerical

More information

Criteria for locally fully developed viscous flow

Criteria for locally fully developed viscous flow 1 Criteria for locally fully developed viscous flow Ain A. Sonin, MIT October 00 Contents 1. Locally fully developed flow.. Criteria for locally fully developed flow. 3 3. Criteria for constant pressure

More information

NONLINEAR FEATURES IN EXPLICIT ALGEBRAIC MODELS FOR TURBULENT FLOWS WITH ACTIVE SCALARS

NONLINEAR FEATURES IN EXPLICIT ALGEBRAIC MODELS FOR TURBULENT FLOWS WITH ACTIVE SCALARS June - July, 5 Melbourne, Australia 9 7B- NONLINEAR FEATURES IN EXPLICIT ALGEBRAIC MODELS FOR TURBULENT FLOWS WITH ACTIVE SCALARS Werner M.J. Lazeroms () Linné FLOW Centre, Department of Mechanics SE-44

More information

Isotropic homogeneous 3D turbulence

Isotropic homogeneous 3D turbulence Chapter 5 Isotropic homogeneous 3D turbulence Turbulence was recognized as a distinct fluid behavior by Leonardo da Vinci more than 500 years ago. It is Leonardo who termed such motions turbolenze, and

More information

On the decay of two-dimensional homogeneous turbulence

On the decay of two-dimensional homogeneous turbulence On the decay of two-dimensional homogeneous turbulence J. R. Chasnov a) The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong Received 19 June 1996; accepted 3 September

More information

Rough solutions of the Stochastic Navier-Stokes Equation

Rough solutions of the Stochastic Navier-Stokes Equation variable Error in solutions of the Equation Björn Center for Complex and Nonlinear Science Department of Mathematics, UC Santa Barbara and University of Iceland, Reykjavík RICAM, Linz, December 2016 Co-authors,

More information

Lecture 8: Tissue Mechanics

Lecture 8: Tissue Mechanics Computational Biology Group (CoBi), D-BSSE, ETHZ Lecture 8: Tissue Mechanics Prof Dagmar Iber, PhD DPhil MSc Computational Biology 2015/16 7. Mai 2016 2 / 57 Contents 1 Introduction to Elastic Materials

More information

Reynolds stress budgets in Couette and boundary layer flows

Reynolds stress budgets in Couette and boundary layer flows Reynolds stress budgets in Couette and boundary layer flows By Jukka Komminaho and Martin Skote Dept. of Mechanics, KTH, SE-1 44, Stockholm, Sweden Reynolds stress budgets for both Couette and boundary

More information

FUNDAMENTAL AND CONCEPTUAL ASPECTS OF TURBULENT FLOWS

FUNDAMENTAL AND CONCEPTUAL ASPECTS OF TURBULENT FLOWS FUNDAMENTAL AND CONCEPTUAL ASPECTS OF TURBULENT FLOWS Arkady Tsinober Professor and Marie Curie Chair in Fundamental and Conceptual Aspects of Turbulent Flows Institute for Mathematical Sciences and Department

More information

A Volume of Fluid Dual Scale Approach for Modeling Turbulent Liquid/Gas Phase Interfaces

A Volume of Fluid Dual Scale Approach for Modeling Turbulent Liquid/Gas Phase Interfaces ILASS-Americas 29th Annual Conference on Liquid Atomization and Spray Systems, Atlanta, GA, May 217 A Volume of Fluid Dual Scale Approach for Modeling Turbulent Liquid/Gas Phase Interfaces D. Kedelty,

More information

Week 2 Notes, Math 865, Tanveer

Week 2 Notes, Math 865, Tanveer Week 2 Notes, Math 865, Tanveer 1. Incompressible constant density equations in different forms Recall we derived the Navier-Stokes equation for incompressible constant density, i.e. homogeneous flows:

More information

6.2 Governing Equations for Natural Convection

6.2 Governing Equations for Natural Convection 6. Governing Equations for Natural Convection 6..1 Generalized Governing Equations The governing equations for natural convection are special cases of the generalized governing equations that were discussed

More information

- Marine Hydrodynamics. Lecture 4. Knowns Equations # Unknowns # (conservation of mass) (conservation of momentum)

- Marine Hydrodynamics. Lecture 4. Knowns Equations # Unknowns # (conservation of mass) (conservation of momentum) 2.20 - Marine Hydrodynamics, Spring 2005 Lecture 4 2.20 - Marine Hydrodynamics Lecture 4 Introduction Governing Equations so far: Knowns Equations # Unknowns # density ρ( x, t) Continuity 1 velocities

More information

Lagrangian intermittency in drift-wave turbulence. Wouter Bos

Lagrangian intermittency in drift-wave turbulence. Wouter Bos Lagrangian intermittency in drift-wave turbulence Wouter Bos LMFA, Ecole Centrale de Lyon, Turbulence & Stability Team Acknowledgments Benjamin Kadoch, Kai Schneider, Laurent Chevillard, Julian Scott,

More information