Viscous Flows

Viscous Stress Tensor and the Viscous Force

Viscosity is a measure of of fluid “friction” – the resistance a material has to being deformed by sheer stress. Shear stresses can be pointing in every direction, but has a spatial gradient.

Water is wet. What does this mean? It really means that it’s viscous at the molecular level! Without viscosity, you would come out of a swimming pool totally dry. Can we “derive” viscosity from first principles? Kinda of.…

Heuristic: Miscroscopic/Molecular Origin of Viscosity

Viscosity arises from diffusive momentum transfer due to particle scattering. Consider a shear flow v=vy(x)ˆy. Note in the diagram below, the axes are labelled wrong. Rotate by 90 degrees. Consider the forces on a volume element AΔx.

Consider sitting at x, which is one of the flow arrows in the diagram below. At location x, particles receive momentum transfer from those at xl2 and x+l2 where l is the mean free path, and adjacent fluid elements are spearated by Δxl.

fig19

Now consider particles at x+l2, which have ˆy-momentum of: mvy(l+l2).

Now consider particles at xl2, which have ˆy-momentum of: mvy(ll2).

1. Thus the net ˆy-momentum transfer per particle across the boundary x is:

py(x)mvyxl

2. We want to consider the flux, now. We need the number of particles per unit time passing through x. This is simpy:

nvthA where vthkTm

is the typical thermal speed of these particles.

Together, these two points give the net momentum transfer through ˆx:

˙py(x)mvyxlnvthA

Remind yourself what the time derivative of momentum is – it’s a force! We can now consider the net force between adjacent fluid elements.

The viscous force is the net force on element AΔx by surrounding fluids. Thus,

Fy=˙Py(x+Δx)˙py(x)˙pxΔx

We can use our expression for py(x) from above. This gives:

FyAΔxx(mnlvthvyx)

And now the viscous force per unit volume can be written as:

FyAΔxx(ρνvyx)

where ρ=mn is the mass density, and ν=lvth is the kinematic viscosity and has units of cm2 s1. Sometimes, we combine terms even more:

ηρνmnlvth

where η is called the dynamic viscosity. In this re-arrangment, we can write:

FyAΔxx(ηvyx)

And lastly, we can group together the parentheses, giving:

FyAΔxx(σyx)

where

σyxηvyx

is called the viscous/shear stress “tensor.”

This derivation is almost correct, but not quite the whole story.

Constructing the Viscous Stress Tensor

Let’s try to contrusct the tensor from the start, with the condition that it is linear in the velocity gradient. This means:

vixj=jvi for i=1,2,3

The most general form is thus:

σijη(jvi+αivj+βδijkvkdivergence term)

We can now apply some conditions to constraing α and β.

1. We know that σij=0 for a uniform, solid-body under rotation, i.e., no shearing/viscous force. For uniform rotation, we have:

v=ΩRˆϕ

where ϕ is the polar-coordinate direction in the x,y plane. Recall as well that: ˆr=cosϕˆx+sinϕˆy and ˆϕ=sinϕˆx+cosϕˆy. Let’s use this:

v=ΩR(sinϕˆx+cosϕˆy)=Ω(yˆxxˆy)

Let’s now look at the component σxy:

σxyyvx+αxvy1+α=0α=1

2. Isotropically expanding fluid (Hubble Flow). In this case, we ALSO know that σij=0. The flow is radially outward, and thus we have no shear. In this case, we have vrxˆx+yˆy+zˆz. We can immediately see that the ineresting case has σxx or the like. All other terms vanish. We have:

σxx1+α+3β=0( no shear )

And thus:

β=1+α3β=23

3. We are finished! Let’s collect our results. We just showed that:

σij=η(jvi+ivj23δijkvk)

Note that this is a traceless tensor of rank 2.

The Navier-Stokes Equation and Reynold’s Number

Recall the Navier-Stokes equation:

vt+(v)v=1ρPΦ+ν(2v+13(v))

This motivates the Reynold’s number. The Reynold’s number is a dimensionless quantity which tells us if viscosity is relevant.

Reynold’s Number

RvLν

where v is the typical flow speed, L is the typical length scale, and ν is the viscosity. What are some typical values?

Well, consider stirring a cup of tea: v5cm s1, L5cm s1, ν0.01 cm2 s1. This gives a Reynold’s R2500.

But what does this number mean physically? Well, R is measuring the ratio of “inertial forces” to “viscous forces.” The inertial force is (v)vv2L. The viscous force is ν2vνvL, and R is sort-of like the ratio of these two terms – the inertial force over the viscous force.

R|(v)v||ν2v|vLν
  • When R1, we say that viscosity is important.

  • When R1, we say that the fluid is “inviscid,” meaning non-viscous.

At low R, flows tend to be laminar. At high R, flows tend to be turbulent.

Applications: Examples of Viscous Flows

Example 1: Poiseuille Flow

This describes laminar, non-turbulent, constant flow of an incompressible uniform viscous fluid through a tube of constant cross section. An example of this would be blood flow in veins.

We start with the Navier-Stokes equation.

vt0 bc const. flow+(v)v=1ρPΦignore for now+ν(2v+13(v0 bc incompressible))

Thus, our equation to solve is:

(v)v=1ρP+ν2v

Let’s take the flow to be along the z-direction ˆz. Let’s let the velocity depend on x and y, though. Thus:

v=v(x,y)ˆz constant flow along ˆz
fig20

By constuction, we have:

vz=0

but

vx and vy need not be 0

The left-hand side of the N.S. equation becomes:

vzv=0

Thus, the right-hand side of the N.S. equation must be 0:

2v=1ρνzP

Remember that ρν is the same thing as the kinematic viscosity η. Thus:

2v=1ηzP

This is the same as:

(2x+2y)v=1ηzP

Notice that the left-hand side has no z dependence. Thus, zP has to be a constant!

zP=const.ΔPΔL pressure difference over length ΔL

The right-hand side has no x or y dependence since vx and vy are zero by construction. Thus:

xP=yP=0

We now look at the cross-section of the tube, and want to solve for the velocity profile.

We thus have:

(2x+2y)v=1RddR(RdvdR)=1ηΔPΔL

Thus:

RdvdR=1ηΔPΔL(R22+a)

Simplifying and integrating one more time:

v(R)=1ηΔPΔL(R24+alnR+b)

We now impose boundary conditions – one at the center and one at the boundary of the tube.

1. At v(R=0), we want v to be finite. This implies that a=0 since lnR grows to infinity.

2. At v(R=R), we want the fluid to have no velocity. The only way for this to work out is for:

V(R)=ΔP4ηΔL(R20R2)

What does this mean, actually?

  • We have a parabolic velocity profile!

  • The maximum velocity is at the center of the tube.

  • The maximum speed depends on the width of the tube. We have VMAXR20. The wider the tube, the faster the flow.

fig21

Lastly, we can calculate the mass flux through the tube. To do this, we calculate:

Mass flux through tube=vρdA

We have:

mass flux =2πρR00vRdR=2πρR00ΔP4ηΔL(R20R2)RdR

Thus:

 mass flux =2πρΔP4ηΔL(R20R22R44)|0R0

And thus:

 mass flux =π8ΔPνΔLR40

This is interesting! Because our speed is not constant, we have the mass flux scaling with R40, whereas we would expect it to scale with R20. The extra factors of R come from the velocity profile. The wider the tube, the less the flow at the center is affected by flow at the boundary.

What’s the lesson here? The lesson is to keep your arteries open.

Example 2: Stokes Flow/”Creeping” Flow

In this case, we are measuring the drag force on a sphere of radius a moving through a viscous fluid at low R. This looks like:

fig22

Consider a sphere of density ρs and fluid of density ρf. The viscosity is given by ν=ρfη. The Stoke’s Law gives us the drag force in terms of these parameters:

Fdrag=6πηva

In a gravitational field g, a falling sphere can reach terminal velocity. The terminal speed is:

vterminal=29ga2ν(ρsρf1)

We can also show that:

2P=0

and

2ω=2(×v)=0

An Aisde

Millikan had oil dropping in air, allowing the oil to fall between two metal plates. We can reach the terminal velocity with the oil, and the electric field will accelerate the oil drops upward. By applying a known E, Millikan can calculate the electric charge-to-mass ratio of the electron!

Accretion Disks

Astrophysical disks are ubiquitous. This is primarily because of angular momentum. The locations of these disks can be found:

  • around planets

  • around stars

  • around black holes

  • around neutron stars

When accreted gas has a non-zero L, it generally forms an accretion disk. How does the gas inside this disk redistribute itself? If the gas loses angular momentum, the gas migrates inward. We can lose angular momentum via, for example, radiating energy away with photons, viscous torques, etc.

The goal of today is to get to the time-evolution equation for a flattened, idealized, axisymmetric disk. How does a ring of gas evolve in the presence of viscosity?

Consider an axisymmetric, thin disk (i.e., symmetry about φ). We will use cylindrical coordinates, with ˆz out of the disk plane. The disk rotation is thus: Ω=Ωˆz. Axisymmetry tells us that:

φ(anything)=0

We will also ignore the vertical spread (i.e., we have a razor thin disk) (we can thus ignore vz). We are intersted in:

v=vφˆφ+vRˆR

The orbital motion is vφ and the radial motion is vR, but subject to viscous forces, do these to decay?

We will also asssume that the central object (whatever it may be) is already in place, and thus we can ignore self-gravity.

Solving the problem…

Continuity

Let’s start with the continuity equation. We did this before for a disk, and we get:

ρt+(ρv)=0Σt+(Σv)=0

Where Σ=ρdz.

We can show that:

Σt+1RR(ΣRvR)=0

We want to know a few things:

  • Inward mass accretion rate (across R) of a ring at distance R onto central object

The mass of this ring is ΔM=ρ2πRΔRΔz. The mass rate moving across R is thus:

ΔMΔt=ρ2πRΔRΔTvRΔz

And so:

˙M=ρ2πRvrdz

And we know that ρdz is just Σ, so:

˙M=2πRΣvR

Note that we have chosen our sign such that ˙M>0 for inflow (the vR is less than 0). Thus all the action is going to be solving for vR!

Momentum Equation (Navier-Stokes Equation)

Recall the Navier-Stokes equation:

vt0 bc const. flow+(v)v=1ρPΦignore for now+ν(2v+13(v0 bc incompressible))

The key portion of this is the φ component.

We know φP=0 due to axisymmetry. We skip a bunch of tedious math here….and just quote the result:

Σvφt+ΣVRRR(Rvφ)=R(ΣνvφR)+1RR(Σνvφ)ΣνvφR2

We want to combine this equation above with the mass conservation equation we boxed above! To do this,

  • Take 1×Rvφ+2×R. where 1 is the top equation and 2 is the bottom equation.

All together, combining all our terms, we get a key equation:

t(ΣR2Ω)+1RR(ΣR3ΩvR)=1RR(νΣR3ΩR)

We will call this equation 3.

  • It looks scary, but let’s examine this. Recall that vφ=RΩ. Recognizing this fact, the first term is simply the Eulerian rate of change of the angular momentum of an annulus of gas at radius R (per unit area). This is basically just a conservation of angular momentum equation!

  • The second term is just the net rate of angular momentum loss from this unit area due to advection of L with radial flow.

  • The right-hand side is the source term. This is the net viscous torque exerted on the annulus.

Why is the right hand side a torque? Let’s examine this a bit more. We can say:

1RR(νΣR3ΩR)12πRTR

where

T2πνΣR3ΩR

Note that T<0 is dΩdR<0. And also note that T=0 if we have rigid body rotation (ΩR=0). The torque thus comes from particles traveling with viscosity (differential rotation).

  • For most reasonable mass profiles, ΩR<0. The inner parts are faster than the outer parts! Thus the inner gas moves faster (angularly) than outer gas. Viscosity exerts a negative torque T, slowing it down.

We need a bit more massaging of our equations to get an expression for tΣ. Here, we combine equations 1 and 3. We also assume that ˙Ω=0. We can take 3×R1×R3Ω. Doing this to our equations, we get a very general equation:

Σt=12πRR(1(R2Ω)TR)

where

(R2Ω)R(R2Ω)

is just a shorthand.

Let’s take the equation above and look at a Keplerian disk case (central point source). In this case, we have: vφ=RΩ by definition. This is also:

vφ=RΩ=GMR

Ω in our case is:

Ω=AR3/2

for Keplerian orbits, where A is just some amplitude. This means that (R2Ω)=A2R1/2. The torque term becomes:

T=2πνΣR3ΩR=3πνΣR3(AR)5/2

We can now calculate T/R, and we get:

1(R2Ω)TR=6πR1/2R(νΣR1/2)

And we get our final equation:

Σt=3RR(R1/2R(νΣR1/2))

This is the basic equation for the time-evolution of surface density in a Keplerian accretion disk!!


We continue here from last time, where we considered a Keplerian disk. By combining the continuity equatio and the Navier-Stokes equation, we found that, assuming Keplerian rotation, the surface mass density evolves according to:

Σ(R,t)t=3RR(R1/2R(νΣR1/2))

This equation has solutions which we will see in Problem Set 6. We assume that the solution is separable.

For an initial delta function surface-density at R=R0 (a ring):

Σ(R,t=0)=m2πR0δ(RR0)

One can show that:

Σ(R,t)Σ(x,τ)=mπR201τx1/4e1+x2τI1/4(2xτ)

where the dimensionless quantities are defined as xR/R0 and τ=12νtR20 and where I1/4 is the modified Bessel function of order 1/4. What does this equation mean?

If we combine the continuity equation with the equation above, we can show that:

vR=3νR0x(14lnx+1+x2τ+lnI1/4(2xτ))

We now want to see what vR is close and far from our source. Note that:

I1/4(z)z1/2ez for z1
I1/4(z)z1/4 for z1

For 2xτ: the right side is positive if and only if x>1 (beyond the ring):

vR3νR0[14x+2xτ2τ]

Thus for R>R0, mass flows to larger radii, taking angular momentum away.

For 2xτ:

vR3νR0[12x2xτ]

Thus vr<0 if τ>4x2. The implication is that the inner portion of the disk (satisfying this condition) moves inward.

Sources of Viscosity

  • We still haven’t said anything about ν other than that it is a parameter. Which is faster, though – the processes that govern accretion or the processes that govern viscosity?

The most natural question one can ask is thus: what is the associated timescale of molecular viscosity?

  • Inward velocity:

vR3νR012x32νR0

The timescale of radial inflow is thus:

tinflowR|vR|R2νRvφorbital timescaleRvϕνReynold's number!
tinflowRtorbital

Orbital times are quite fast – all that matters is our Reynold’s number! So what are relevant Reynold’s number for astrophysical accretion disks?

Well, recall that:

νvthermalmfpvth1σnRRvφvthermalmfpRvφvthσn

In a typical region of an astrophysical accretion disk around a star:

  • R1010 cm

  • Tgas104 K, anything hotter becomes warm/hot x-ray gas. Anything lower is molecular clouds. This is about right for a hydrogen/helium disk. We have kbT12mv2vth10 km  s 1.

  • n

  • \sigma \sim 10^{-16} \text{ cm}^2

  • v_\phi \sim 100 \text{ km } \text { s }^{-1}

This gives:

\nu \sim \frac{v_{th}}{\sigma n} \sim 10^7 \frac{\text{cm}^2}{\text{s}}

We also had:

v_R \sim \frac{\nu}{R} \sim \frac{10^{7}}{10^{10}} \sim 10^{-3} \frac{\text{cm}^2}{\text{s}} \ll v_\varphi

And what is the Reynold’s number here?

\boxed{\mathcal{R} \sim \frac{R v_\varphi}{\nu} \sim 10^{10}}

Thus:

\boxed{t_{inflow} \sim 10^{10} t_{orb} \gg t_\text{Hubble}}

So what does this mean? It means that molecular viscosity alone is simply not effective at bringing material toward the central object. So what other processes could dominate the inflow?