Fluid Dynamics
A fluid is the continuum of Continuum Mechanics and Elasticity with one constitutive change that carries an entire subject: it cannot support a shear stress at rest. From that single statement follow the Euler and Navier–Stokes equations, ideal and viscous flow, Bernoulli's theorem, the conservation laws of vorticity, and the turbulence phenomenology that a century and a half of effort has organized but not derived. The chapter is built, like the rest of this part, on the measured record: the viscosities, drag laws and pipe-flow data that test every equation stated here, from Poiseuille's capillaries [Poiseuille:1840] to Reynolds's dye experiments [Reynolds:1883] and the tidal-channel spectra that confirmed Kolmogorov's scaling [Grant:1962].
It closes the mechanics of continuous media begun in Continuum Mechanics and Elasticity and opens three doors: sound and shock waves connect to Oscillations and Mechanical Waves; the loss of stability and the transition to turbulence are the laboratory of Nonlinear Dynamics and Chaos; and electrically conducting fluids return as the magnetohydrodynamics of Plasmas and Magnetohydrodynamics. The molecular origin of viscosity belongs to Kinetic Theory of Gases. The canonical monograph is [Batchelor:1967], and the measurements that discipline the whole chapter are collected in Experiment: Fluid Flow and Turbulence.
The reader should keep one asymmetry in view from the start. Everything in Section 31.1 and Section 31.6.2 is derived: given the constitutive relation and the boundary conditions, the results follow. Everything in Section 31.9 is not: it is organized measurement, dimensional analysis and hypotheses that have been tested but not proved, resting moreover on equations whose well-posedness is an open problem (Section 31.4.5). The chapter marks the boundary between the two wherever it is crossed.
Kinematics of flow
The continuum hypothesis and the two descriptions
A fluid is a continuous medium (Section 30.1) whose stress tensor in equilibrium is purely isotropic,
with \(p\) the pressure, measured in \(\mathrm{Pa}\). Equivalently: a fluid at rest exerts no tangential traction on any internal surface, so a shear stress of any magnitude, however small, sets it in motion and keeps it moving. Rests on Theorem 30.18.
The sign is a convention with content: a fluid at rest pushes on every surface along the inward normal, and \(p>0\) for every fluid treated in this chapter. Solids differ precisely in admitting a static deviatoric part, which is what Continuum Mechanics and Elasticity is about.
For a flow of characteristic length \(L\) in a gas whose molecular mean free path is \(\lambda\), the Knudsen number is the dimensionless ratio
The field description of this chapter is legitimate when \(\mathrm{Kn}\ll1\). Rests on Definition 31.1.
The mean free path in air at room temperature and atmospheric pressure is of order \(7\times 10^{-8}\,\mathrm{m}\) (Kinetic Theory of Gases), so \(\mathrm{Kn}<10^{-3}\) for any apparatus larger than a tenth of a millimetre and the continuum description is very safe indeed. It fails, and visibly, in three places this chapter does not treat: rarefied gases, where \(\lambda\) is comparable with the apparatus; the interior of a shock, whose thickness is a few mean free paths (Section 31.10.2); and the last nanometres against a wall, which is where the no-slip condition of Section 31.4.2 is ultimately decided (Section 36.2). Rests on Definition 31.2.
Granted the hypothesis, there are two ways to label what is moving, and both go back to Euler's memoir [Euler:1757]. The material or Lagrangian description follows an identified fluid particle, labelled by its position \(\vect{X}\) at some reference time and carried to \(\vect{x}(\vect{X},t)\); the spatial or Eulerian description abandons the particles and records instead the fields \(\vect{v}(\vect{x},t)\), \(\rho(\vect{x},t)\), \(p(\vect{x},t)\) at fixed points of space. The Eulerian fields are what an instrument in the flow measures, and they are what the equations of this chapter are written for; the material description survives in one construction, the derivative that follows a particle.
The material derivative of a field \(f(\vect{x},t)\) is its rate of change along the motion of a fluid particle,
Rests on Proposition 7.104 and Equation (7.124).
Derivation. Derives Definition 31.4. Let \(\vect{x}(t)\) be the path of a particle, so that \(\dd\vect{x}/\dd t=\vect{v}(\vect{x}(t),t)\). The chain rule in several variables (Proposition 7.104) gives
which is Equation (31.3). The two terms are physically distinct and it is worth naming them: \(\pp_{t}f\) is the change an instrument at a fixed point records, and \((\vect{v}\cdot\vect{\nabla})f\) is the change a particle experiences merely by being carried into a region where \(f\) is different. A steady flow, \(\pp_{t}f=0\) everywhere, can therefore accelerate a particle violently — which is what happens in the Venturi throat of Section 31.3.2, and the reason the acceleration in the equations below is not \(\pp_{t}\vect{v}\).
∎Three identities of the nabla calculus are used repeatedly below:
Each is an exercise in the permutation identity \(\epsilon_{ijk}\epsilon_{klm}=\delta_{il}\delta_{jm} -\delta_{im}\delta_{jl}\) together with the equality of mixed partial derivatives. They are stated here rather than proved because they are general mathematics, not physics: Real Analysis defines the nabla operator (Equations (7.124) and (7.126)), proves the integral theorems and proves \(\vect{\nabla}\times\vect{\nabla}f=\vect{0}\) (Equation (7.167)), but does not yet carry the product and second-order identities. They belong in that chapter and are recorded here as a debt against it, not as a result of fluid mechanics. Rests on Equations (7.126) and (7.167).
At a fixed instant \(t\), a streamline is a curve everywhere tangent to \(\vect{v}(\cdot,t)\), i.e. a solution of \(\dd\vect{x}/\dd s=\vect{v}(\vect{x},t)\) with \(t\) held fixed. A pathline is the trajectory of one fluid particle, the solution of \(\dd\vect{x}/\dd t=\vect{v}(\vect{x},t)\) with \(t\) running. A streakline is the locus at time \(t\) of all particles that have passed through a fixed point — the visible line of dye or smoke in an experiment. Rests on Definition 31.4.
If \(\pp_{t}\vect{v}=\vect{0}\) everywhere, the streamlines, pathlines and streaklines of the flow are the same family of curves. If the flow is unsteady they need not be, and in general are not. Rests on Definition 31.6.
Derives Proposition 31.7. When \(\vect{v}\) does not depend on \(t\), the two ordinary differential equations of Definition 31.6 are the same autonomous system, and by uniqueness of its solutions (Theorem 9.8) the curve through a given point is the same in both cases. Every particle passing through a fixed point therefore follows the identical curve, so the streakline is that curve too. In unsteady flow the streamline pattern changes while a particle is traversing it and the three families separate: this is why a smoke photograph of an unsteady flow is not a picture of its instantaneous streamlines, and why the dye filament of Section 36.3 is read as a streakline.
∎The velocity-gradient tensor \(\pp_{j}v_{i}\) splits into its symmetric and antisymmetric parts,
\(e_{ij}\) being the rate-of-strain tensor, in \(/\mathrm{s}\), and \(\vect{\omega}\) the vorticity, also in \(/\mathrm{s}\). Rests on Equation (7.126) and Definition 13.91.
The velocity of the fluid at a point \(\vect{x}+\delta\vect{x}\) near a point \(\vect{x}\) is, to first order in \(\delta\vect{x}\),
A fluid element therefore moves as the superposition of a translation, a rigid rotation at angular velocity \(\vect{\omega}/2\), and a pure straining motion with no rotation. Rests on Definition 31.8.
Derives Proposition 31.9. Taylor's theorem gives \(\delta v_{i}=\left(\pp_{j}v_{i}\right)\delta x_{j}\) to first order. Split the gradient into symmetric and antisymmetric parts, \(\pp_{j}v_{i}=e_{ij}+\Omega_{ij}\) with \(\Omega_{ij}=\tfrac{1}{2}\left(\pp_{j}v_{i}-\pp_{i}v_{j}\right)\). Now
so that \(\Omega_{ij}\delta x_{j} =-\tfrac{1}{2}\epsilon_{ijk}\omega_{k}\delta x_{j} =\tfrac{1}{2}\epsilon_{ikj}\omega_{k}\delta x_{j} =\tfrac{1}{2}\left(\vect{\omega}\times\delta\vect{x}\right)_{i}\), which is Equation (31.8). The factor of one half is the whole content of the statement that vorticity is twice the local angular velocity, and it is a standing source of confusion: a fluid in rigid rotation at angular velocity \(\vect{\Omega}\) (Rigid Bodies and Rotating Frames) has \(\vect{\omega}=2\vect{\Omega}\), not \(\vect{\Omega}\).
∎Two examples fix the distinction, and both are realized in the laboratory. A fluid in rigid rotation, \(\vect{v}=\vect{\Omega}\times \vect{x}\), has \(\vect{\omega}=2\vect{\Omega}\) everywhere although each particle moves on a circle. The free vortex \(\vect{v}=\left(\Gamma/2\pi r\right)\hat{\vect{\varphi}}\) has \(\vect{\omega}=\vect{0}\) everywhere except on the axis, although every particle also moves on a circle: a small paddle carried round by that flow does not turn, because the outer side of it moves more slowly than the inner. Circular streamlines are neither necessary nor sufficient for vorticity. Rests on Proposition 31.9.
The continuity equation
Let \(V(t)\) be a volume that moves with the fluid, so that it always consists of the same particles, and let \(f(\vect{x},t)\) be continuously differentiable. Then
Rests on Theorem 7.133 and Definition 31.4.
Derives Lemma 31.11. In a time \(\dd t\) the boundary element \(\dd S\) with outward unit normal \(\vect{n}\) sweeps the volume \(\left(\vect{v}\cdot\vect{n}\right) \dd S\,\dd t\), so the integral changes for two reasons and only two: the integrand changes at fixed points, and the domain moves. Hence
and the divergence theorem (Theorem 7.133) turns the surface term into \(\int_{V}\vect{\nabla}\cdot(f\vect{v})\,\dd V\). Expanding \(\vect{\nabla}\cdot(f\vect{v}) =\vect{v}\cdot\vect{\nabla}f+f\,\vect{\nabla}\cdot\vect{v}\) and using Equation (31.3) gives the second form. The first term of the first form requires differentiating an integral with respect to a parameter under a fixed domain, which is elementary here because \(f\) is \(C^{1}\) and \(V\) is bounded.
∎For any fluid motion,
Rests on Lemma 31.11.
Derives Theorem 31.12. The mass of a material volume is constant, since the volume contains the same particles at all times and mass is neither created nor destroyed. Setting \(f=\rho\) in Equation (31.9) and equating the result to zero,
for every material volume. A continuous function whose integral vanishes over every subvolume vanishes identically — if it were positive at a point it would be positive on a ball about that point, by continuity, and the integral over that ball would not vanish — which is Equation (31.10). The second form follows from the first by Equation (31.3). First written as a field equation by Euler [Euler:1757].
∎The density of every fluid particle is constant, \(D\rho/Dt=0\), if and only if the velocity field is solenoidal,
Rests on Theorem 31.12.
Derives Corollary 31.13. Immediate from the second form of Equation (31.10), since \(\rho>0\). Note what the statement does not say: it does not say the density is uniform. Salt water stratified by depth satisfies Equation (31.11) exactly while \(\rho\) varies from place to place, and that is precisely the configuration of the Rayleigh–Taylor and Kelvin–Helmholtz problems of Section 31.8.1.
∎Equation (31.11) is an approximation to Equation (31.10), and its validity is a statement about three comparisons, not one. Write \(c\) for the sound speed of Section 31.10.1, \(U\) and \(L\) for the speed and size of the flow, and \(T\) for the time over which it changes. Then the fractional density change is of order \(\mathrm{Ma}^{2}=U^{2}/c^{2}\) from the Bernoulli pressure variation, of order \(L^{2}/c^{2}T^{2}\) from unsteadiness, and of order \(gL/c^{2}\) from the hydrostatic pressure variation. All three must be small. The first is the familiar one and is the reason the flow of water and of air below about \(100\,\mathrm{m}/\mathrm{s}\) may be treated as incompressible: with \(c\approx343\,\mathrm{m}/\mathrm{s}\) in air [Batchelor:1967], that is \(\mathrm{Ma}^{2}\approx0.085\), so the density varies by under a tenth. The third is why the atmosphere as a whole is not incompressible even when the wind is slow: with \(L\) the scale height of Example 31.19, \(gL/c^{2}\) is of order unity. Rests on Corollary 31.13.
Let the flow be independent of one Cartesian coordinate \(z\) and have no \(z\) component — an idealization of flow past a long cylinder or a wing of large span, and the setting of Section 31.7.1. Then Equation (31.11) reads \(\pp_{x}v_{x}+\pp_{y}v_{y}=0\), which is satisfied identically by
for a stream function \(\psi(x,y,t)\) in \(\mathrm{m}^{2}/\mathrm{s}\). Since \(\vect{v}\cdot\vect{\nabla}\psi=0\), the level curves of \(\psi\) are the streamlines, and the difference of \(\psi\) between two of them is the volume flux per unit span flowing between them. The existence of \(\psi\) on a simply connected domain is the two-dimensional face of Proposition 7.136 applied to the field \(\left(-v_{y},v_{x}\right)\), whose curl is \(-\vect{\nabla}\cdot\vect{v}=0\). Rests on Corollary 31.13 and Proposition 7.136.
Hydrostatics
In a fluid at rest in a body-force field \(\vect{g}\) per unit mass,
In a uniform gravitational field \(\vect{g}=-g\hat{\vect{z}}\) this makes \(p\) a function of height alone, \(\dd p/\dd z=-\rho g\), and requires \(\rho\) to be a function of height alone as well. Rests on Definition 31.1 and Theorem 30.21.
Derives Proposition 31.16. By Definition 31.1 the traction on any internal surface of a fluid at rest is \(-p\vect{n}\). The force on a volume \(V\) is therefore \(-\oint_{\pp V}p\vect{n}\,\dd S=-\int_{V}\vect{\nabla}p\,\dd V\) by the divergence theorem (Theorem 7.133), and the body force is \(\int_{V}\rho\vect{g}\,\dd V\). Equilibrium requires the sum to vanish for every \(V\), hence Equation (31.13) pointwise. Taking the curl of Equation (31.13) with \(\vect{g}=-g\hat{\vect{z}}\) constant gives \(\vect{\nabla}\rho\times\vect{g}=\vect{0}\), so \(\vect{\nabla}\rho\) is vertical: a fluid at rest in gravity is necessarily stratified horizontally, which is why a tilted density interface cannot be at rest.
∎A pressure applied to a confined liquid is transmitted undiminished to every part of the liquid and to the walls of its container [Pascal:1663]. In consequence a small force applied to a piston of area \(A_{1}\) balances a large force on a piston of area \(A_{2}\) in the same closed vessel at the same height,
which is the hydraulic press. The work done is the same at both pistons, the smaller one moving farther in the ratio \(A_{2}/A_{1}\).
Derivation. Derives Phenomenon 31.17. Let the applied pressure change the boundary value from \(p\) to \(p+\Delta p\) with the fluid remaining at rest and its density unchanged. Both states satisfy Equation (31.13) with the same right-hand side, so the difference field satisfies \(\vect{\nabla}\left(\Delta p\right)=\vect{0}\) and \(\Delta p\) is the same constant throughout a connected body of liquid — which is Pascal's statement. The force on a piston of area \(A\) is then \(F=\Delta p\,A\) at each piston, giving Equation (31.14). Conservation of volume for an incompressible liquid, \(A_{1}d_{1}=A_{2}d_{2}\) for the displacements \(d_{i}\), gives \(F_{1}d_{1}=F_{2}d_{2}\): the press multiplies force and divides distance, and creates no energy. The idealization is the constancy of \(\rho\); a real liquid transmits the change at the sound speed of Section 31.10.1, not instantaneously.
∎A body wholly or partly immersed in a fluid at rest is acted on by an upward force equal to the weight of the fluid it displaces,
where \(V\) is the immersed volume and \(\rho_{\mathrm{f}}\) the density of the fluid; the line of action passes through the centre of mass of the displaced fluid, and neither the magnitude nor the point of application depends on what the body is made of. A body free to move therefore floats at the depth at which the displaced weight equals its own [Archimedes:1897]. Rests on Proposition 31.16.
Derivation. Derives Phenomenon 31.18. A fluid at rest carries no shear stress, so the traction on any internal surface is the normal pressure alone and the balance of forces on a fluid element reads \(\vect{\nabla}p=\rho_{\mathrm{f}}\vect{g}\). The force exerted on the immersed body is the integral of that pressure over its wetted surface \(S\), directed inwards along the outward normal \(\vect{n}\):
the second step by the divergence theorem (Theorem 7.133). The manoeuvre deserves a word: the pressure field is defined only outside the body, and what the divergence theorem is applied to is its hydrostatic continuation into \(V\). That is legitimate because the surface integral depends only on the boundary values, which are unchanged if the body is replaced by the same volume of fluid — and that replacement is in equilibrium, which is Archimedes' own argument. Taking moments the same way places the resultant at the centroid of \(V\), the centre of buoyancy. Since \(\vect{F}_{\mathrm{b}}\) involves the body only through \(V\), two bodies of equal volume are buoyed equally however they differ in material, and a body of mean density \(\rho_{\mathrm{b}}\) floats with the fraction \(\rho_{\mathrm{b}}/\rho_{\mathrm{f}}\) of its volume submerged.
∎For an isothermal ideal gas of molar mass \(M\) at temperature \(T\), \(\rho=Mp/RT\), and Equation (31.13) integrates to
For air, \(M=2.896\times 10^{-2}\,\mathrm{kg}/\mathrm{mol}\) and \(T=288\,\mathrm{K}\) with \(g=9.80665\,\mathrm{m}/\mathrm{s}^{2}\) (Physical Constants and SI Units) give a scale height \(H=8.4\,\mathrm{km}\), which is the right order for the observed decay of atmospheric pressure with altitude. The isothermal assumption is the weak point — the real troposphere has a lapse rate — and the molecular reading of Equation (31.16), as the Boltzmann distribution in the gravitational potential, belongs to Kinetic Theory of Gases. Rests on Proposition 31.16.
A liquid that wets the wall of a narrow vertical tube dipped into it climbs above the outer free surface, to a height inversely proportional to the radius of the tube,
where \(\gamma\) is the surface tension of the liquid–air interface, in \(\mathrm{N}/\mathrm{m}\), and \(\theta\) the contact angle at the wall. For clean water against glass, \(\gamma\approx7.3\times 10^{-2}\,\mathrm{N}/\mathrm{m}\) at room temperature [Batchelor:1967] and \(\theta\approx0\), so a tube of radius \(0.1\,\mathrm{mm}\) raises the water by about \(0.15\,\mathrm{m}\). A liquid that does not wet the wall, such as mercury against glass, is depressed instead, the same formula with \(\cos\theta<0\).
Derivation. Derives Phenomenon 31.20. A curved interface supports a pressure difference, the Young–Laplace relation [Young:1805],
the pressure being higher on the concave side; \(R_{1}\) and \(R_{2}\) are the principal radii of curvature of the surface (Section 13.3.3). In a tube of radius \(r\) wetted at contact angle \(\theta\) the meniscus is a spherical cap of radius \(R=r/\cos\theta\), so both principal radii equal \(R\) and the pressure immediately below the meniscus is lower than the atmospheric pressure above it by \(2\gamma\cos\theta/r\). Hydrostatic balance (Equation (31.13)) along the liquid from that point down to the level of the flat outer surface, where the pressure is atmospheric, requires the meniscus to stand a height \(h\) above it with \(\rho g h=2\gamma\cos\theta/r\), which is Equation (31.17). Two checks are worth making. The rise is not a force exerted by the tube on the liquid — it is the pressure deficit under a curved surface — so it does not depend on the thickness or material of the wall except through \(\theta\). And the \(1/r\) dependence is the measured signature: a set of tubes of different bores gives a straight line through the origin when \(h\) is plotted against \(1/r\), from whose slope \(\gamma\) is obtained, which is the classical capillary measurement of surface tension.
∎Ideal flow: the Euler equations
The Euler equations
An ideal fluid is one whose stress tensor is isotropic in motion as well as at rest, \(\sigma_{ij}=-p\delta_{ij}\) everywhere and at all times. Equivalently, its viscosity is taken to be exactly zero. Rests on Definition 31.1.
The motion of an ideal fluid in a body-force field \(\vect{g}\) per unit mass satisfies
which together with Equation (31.10) and an equation of state closes the system [Euler:1757]. Rests on Definition 31.21, Lemma 31.11 and Theorem 30.21.
Derives Theorem 31.22. Apply Lemma 31.11 to the momentum of a material volume, \(f=\rho v_{i}\), and use Equation (31.10):
the cross terms cancelling by Equation (31.10) exactly. The rate of change of momentum equals the applied force, which for an ideal fluid is the pressure traction plus the body force, \(-\oint_{\pp V}p n_{i}\,\dd S+\int_{V}\rho g_{i}\,\dd V =\int_{V}\left(-\pp_{i}p+\rho g_{i}\right)\dd V\) by Theorem 7.133. Equating the two for every material volume, and arguing from continuity as in Theorem 31.12, gives Equation (31.19). The result is Cauchy's momentum equation (Section 30.3.2) with the constitutive relation of Definition 31.21 inserted, so nothing new about mechanics has been assumed: the whole content of Equation (31.19) is Definition 31.21.
∎Equation (31.19) is first order in space in the velocity, so it admits only one scalar boundary condition on a solid wall: non-penetration, \(\vect{v}\cdot\vect{n}=0\) on the wall, with the tangential velocity left free to slip. The Navier–Stokes equations of Section 31.4.2 are second order and demand one more — no slip, \(\vect{v}=\vect{0}\) — and that extra condition cannot be imposed on Equation (31.19). The whole difficulty of the inviscid limit lives in that mismatch: the small parameter multiplies the highest derivative, so the limit is singular and a thin layer must appear in which the discarded term is restored. That layer is Prandtl's (Section 31.7.2), and until it was identified the ideal theory returned the flatly false answer of Section 31.3.3. Rests on Theorem 31.22.
Bernoulli's theorem
Let the flow be steady, let the body force be conservative, \(\vect{g}=-\vect{\nabla}\Phi\), and let the fluid be ideal and barotropic, \(\rho=\rho(p)\), so that a pressure function \(P(p)=\int^{p}\dd p'/\rho(p')\) exists. Then the Bernoulli head
is constant along each streamline. If the flow is in addition irrotational, \(\vect{\omega}=\vect{0}\), then \(B\) takes the same value on every streamline. If the flow is unsteady and irrotational with \(\vect{v}=\vect{\nabla}\phi\), the corresponding statement is that
holds throughout the fluid, with \(F\) a function of time alone. Rests on Theorem 31.22 and Equation (31.4).
Derives Theorem 31.24. Divide Equation (31.19) by \(\rho\) and use Equation (31.4) on the advective term together with \(\vect{\nabla}p/\rho=\vect{\nabla}P\), valid exactly when \(\rho=\rho(p)\):
For steady flow the first term vanishes and \(\vect{\nabla}B=\vect{v}\times\vect{\omega}\). Contract with \(\vect{v}\): the right-hand side is orthogonal to \(\vect{v}\), so \(\vect{v}\cdot\vect{\nabla}B=0\), and \(B\) is constant along the integral curves of \(\vect{v}\) — the streamlines (Definition 31.6). If moreover \(\vect{\omega}=\vect{0}\) then \(\vect{\nabla}B=\vect{0}\) outright and \(B\) is one constant for the whole (connected) fluid. Finally, if \(\vect{v}=\vect{\nabla}\phi\) then \(\pp_{t}\vect{v}=\vect{\nabla}\pp_{t}\phi\) and \(\vect{v}\times\vect{\omega}=\vect{0}\), so Equation (31.22) says that the gradient of the left-hand side of Equation (31.21) vanishes, which is the claim. Note which hypothesis does which work: barotropy is what makes \(\vect{\nabla}p/\rho\) a gradient, steadiness is what removes \(\pp_{t}\vect{v}\), and irrotationality is what upgrades “along a streamline” to “everywhere”. Dropping any one of them leaves a weaker but still usable statement, and dropping viscosity is what restricts every application to regions outside boundary layers and wakes.
∎In the steady flow of a liquid of small viscosity the static pressure is lower where the fluid moves faster. Along a streamline the combination
is observed to be constant [Bernoulli:1738] [Euler:1757]. Two instruments measure the statement directly: a Pitot tube, whose mouth faces upstream and brings the flow to rest, reads a pressure exceeding the ambient static pressure by \(\tfrac{1}{2}\rho v^{2}\), and is on that basis the standard airspeed and flow meter [Pitot:1732]; and a Venturi contraction shows a pressure drop at its throat fixed by the ratio of throat to inlet area, from which the volume flux follows [Venturi:1797]. Rests on Theorem 31.24.
Derivation. Derives Phenomenon 31.25. For steady flow of a fluid of constant density in a uniform gravitational field the Euler equation reads \(\rho(\vect{v}\cdot\vect{\nabla})\vect{v} =-\vect{\nabla}p-\rho g\vect{\nabla}z\). Use the identity Equation (31.4) and divide by \(\rho\):
Project onto the local flow direction. The right-hand side is orthogonal to \(\vect{v}\) and its projection vanishes identically, so the directional derivative of the bracket along a streamline is zero and the bracket is constant on each streamline — which is Equation (31.23), the constant-density case of Equation (31.20). Two riders follow at once. If the flow is in addition irrotational, \(\vect{\nabla}\times\vect{v}=0\) everywhere and the constant is the same on every streamline. And at a stagnation point, where \(v=0\) at the same height, the pressure exceeds the free-stream value by exactly \(\tfrac{1}{2}\rho v^{2}\): that difference is what a Pitot tube reads [Pitot:1732]. The derivation used the inviscid equation, so the relation holds only where viscous stresses are negligible along the streamline followed — outside boundary layers and away from wakes.
∎A pipe of cross-section \(A_{1}\) contracts smoothly to a throat of section \(A_{2}\) and expands again. Mass conservation for an incompressible liquid gives \(v_{1}A_{1}=v_{2}A_{2}\), and Equation (31.23) along the axis at constant height gives \(p_{1}-p_{2}=\tfrac{1}{2}\rho\left(v_{2}^{2}-v_{1}^{2}\right)\). Eliminating the velocities,
so a differential pressure reading and two areas give the volume flux with no calibration constant whatever [Venturi:1797]. In practice a discharge coefficient near unity is applied, and its departure from unity measures exactly what the derivation left out: the boundary layer on the wall of the contraction. The efflux problem, in which the same theorem is applied between a free surface and a jet, is Phenomenon 36.1; there the ideal theory gets the speed exactly right and the discharge wrong, for the reason set out in Section 36.1. Rests on Phenomenon 31.25.
The relation Equation (31.23) is universally called Bernoulli's, and the Hydrodynamica [Bernoulli:1738] is the right source for the physical content — efflux from vessels, the exchange between what he calls the ascending force and the motion of the liquid. It does not contain the formula in the modern local form, which is a vis viva argument for a stream tube rather than a statement about a velocity field, and the field form together with the equations it follows from is Euler's [Euler:1757]. The distinction is recorded because a reader who checks the 1738 source against Equation (31.23) will not find it there, and should know that this is a fact about the history and not an error in the citation. Rests on Phenomenon 31.25.
Potential flow and the d'Alembert paradox
Let an incompressible flow be irrotational on a simply connected region. Then there is a velocity potential \(\phi\) with \(\vect{v}=\vect{\nabla}\phi\), and it is harmonic (Definition 10.66),
with the boundary condition \(\pp\phi/\pp n=\vect{U}\cdot\vect{n}\) on a solid surface moving at velocity \(\vect{U}\). The velocity field is therefore determined by the geometry and the boundary motion alone; the pressure follows afterwards from Equation (31.21), and the density never enters the kinematics. Rests on Corollary 31.13, Proposition 7.136 and Equation (10.24).
Derives Proposition 31.28. Irrotationality is \(\vect{\nabla}\times\vect{v}=\vect{0}\); on a simply connected region Proposition 7.136 then supplies a potential \(\phi\) with \(\vect{v}=\vect{\nabla}\phi\). Substituting into Equation (31.11) gives \(\vect{\nabla}\cdot\vect{\nabla}\phi=\nabla^{2}\phi=0\), which is Equation (31.25), an elliptic equation with the full apparatus of Section 10.4.3 available: uniqueness up to a constant for the Neumann problem, the maximum principle (Theorem 10.77) applied to each velocity component, and separation of variables in the coordinate systems of Theorem 10.34. Ellipticity has a physical reading worth stating: the potential at each point depends on the boundary data everywhere, instantaneously, so an incompressible ideal fluid transmits the influence of a moving boundary with infinite speed. That is a property of the incompressible idealization, not of nature, and it is repaired by the finite sound speed of Section 31.10.1.
∎For a sphere of radius \(a\) held in a stream of speed \(U\) along \(\hat{\vect{z}}\), the harmonic function satisfying \(\pp_{r}\phi=0\) at \(r=a\) and \(\vect{v}\longrightarrow U\hat{\vect{z}}\) at infinity is
whence, using Equation (7.131),
On the surface \(v_{r}=0\) as required and the speed is \(q=\tfrac{3}{2}U\sin\theta\): the fluid at the equator of the sphere moves half again as fast as the free stream, and comes to rest at the two poles. Equation (31.23) then gives the surface pressure
Rests on Proposition 31.28.
A body held in the steady potential flow of an ideal incompressible fluid experiences zero force along the stream [dAlembert:1752]. The conclusion is in flat contradiction with every observation of a real fluid, however small its viscosity is made, and it is not repaired by taking the viscosity smaller: the measured drag coefficient of a sphere tends to a constant of order unity as the Reynolds number grows (Phenomenon 31.55), not to zero. This is the sharpest failure of a limit in classical physics, and its resolution — that the limit of vanishing viscosity is not uniform near a wall — is Phenomenon 36.12.
Derivation. Derives Phenomenon 31.30. Take the sphere of Example 31.29. The drag is the component of the pressure resultant along the stream,
and by Equation (31.28) the integrand is a combination of \(\cos\theta\sin\theta\) and \(\cos\theta\sin^{3}\theta\), both odd about \(\theta=\pi/2\) and both integrating to zero over \(\left(0,\pi\right)\). Hence \(F_{z}=0\) exactly. The mechanism is visible in Equation (31.28): the pressure distribution is symmetric fore and aft, so the high pressure at the rear stagnation point pushes the sphere forward exactly as hard as the high pressure at the front pushes it back. The general statement, for a body of arbitrary shape in three dimensions, follows from the same fore-and-aft structure of the far field and is left to the appendix.
∎Full derivation in Appendix A.
Derives Phenomenon 31.30.
The theorem has exactly two loopholes, and both are realized. The first is circulation: if the fluid region is not simply connected — around a body of large span, in the plane transverse to it — the potential need not be single valued, the flow may carry a circulation, and a transverse force appears. That is the lift of Section 31.7.1, and it is still drag free, so the paradox survives it. The second is that the flow may fail to be steady or to remain attached, which is what happens in nature and is Section 31.7.2. Lamb's treatise [Lamb:1932] is the classical repository of the potential solutions, and its value is undiminished by the fact that its central prediction about drag is wrong: the outer flow it computes is what the streak photographs of Section 36.5 actually show. Rests on Phenomenon 31.30.
Viscous flow: the Navier–Stokes equations
Viscosity
A fluid is Newtonian if the deviatoric part of its stress tensor is a linear, isotropic, instantaneous function of the rate of strain \(e_{ij}\) of Equation (31.7). For the simple shearing motion \(\vect{v}=v(y)\hat{\vect{x}}\) this reduces to Newton's own statement [Newton:1687]
defining the dynamic viscosity \(\mu\), whose SI unit is the pascal second, \(\mathrm{Pa}\,\mathrm{s}=\mathrm{kg}/\mathrm{m}/\mathrm{s}\). The kinematic viscosity is \(\nu:=\mu/\rho\), in \(\mathrm{m}^{2}/\mathrm{s}\). Rests on Definitions 31.1 and 31.8.
\(\mu\) is the constant of the constitutive relation and is what a viscometer measures; \(\nu\) is the diffusivity of momentum, and it is \(\nu\) that appears in the equations of motion once they are divided by \(\rho\). The distinction is not pedantry: air is about fifty times less viscous than water in \(\mu\) and about fifteen times more viscous in \(\nu\), so momentum diffuses faster in air, and the boundary layer of Section 31.7.2 on a given body at a given speed is thicker in air than in water. Table 31.1 gives the values used throughout this chapter. Rests on Definition 31.32.
| Fluid | $\rho$ (\(\mathrm{kg}/\mathrm{m}^{3}\)) | $\mu$ (\(\mathrm{Pa}\,\mathrm{s}\)) | $\nu$ (\(\mathrm{m}^{2}/\mathrm{s}\)) |
|---|---|---|---|
| Water | \(998\) | \(1.00\times 10^{-3}\) | \(1.00\times 10^{-6}\) |
| Air | \(1.20\) | \(1.81\times 10^{-5}\) | \(1.51\times 10^{-5}\) |
The dynamic viscosity of a gas is, over a wide range of pressures, independent of the density of the gas: pumping half the air out of a vessel does not halve the damping of a body oscillating inside it. The result was predicted from a molecular model and then measured by Maxwell in a torsional oscillation apparatus [Maxwell:1866], and it is counter-intuitive enough that it served as the decisive early test of the kinetic theory — a continuum theory of viscosity has nothing to say about it either way. The independence fails at low enough pressure, where the mean free path becomes comparable with the apparatus and Definition 31.2 is no longer small.
Derivation. Derives Phenomenon 31.34. The derivation is molecular and belongs to Kinetic Theory of Gases, where it is carried out; the one-line reason is that momentum is carried across a shear layer by molecules crossing it, at a rate proportional to the number density \(n\), each carrying the momentum difference accumulated over one mean free path \(\lambda\propto1/n\), so that \(\mu\sim n\lambda\times(\text{molecular momentum})\) is independent of \(n\). What belongs here is the consequence: the continuum theory of this chapter takes \(\mu\) as an empirical coefficient and can neither predict this behaviour nor be embarrassed by it. That is the honest division of labour between Fluid Dynamics and Kinetic Theory of Gases, and it is why the value of \(\mu\) appears in Table 31.1 as a measurement.
∎Many real materials — polymer solutions, suspensions, molten plastics, blood in the smallest vessels — have a deviatoric stress that depends nonlinearly on \(e_{ij}\), or on its history, or both. They are not covered by Definition 31.32 and nothing in this chapter applies to them. Air, water, mercury, glycerol and the light oils are Newtonian to high accuracy over the range of shear rates considered here, which is what makes the agreement reported in Section 36.2 a test of the equations rather than of a fitting form. Rests on Definition 31.32.
The Navier–Stokes equations
The most general stress tensor that is (i) linear in the velocity gradient, (ii) isotropic, (iii) symmetric, and (iv) reduces to \(-p\delta_{ij}\) when the fluid is in rigid-body motion, is
with exactly two independent coefficients: the shear viscosity \(\mu\) of Definition 31.32 and the bulk viscosity \(\zeta\), both in \(\mathrm{Pa}\,\mathrm{s}\). Rests on Definition 31.32 and Proposition 31.9.
Derives Theorem 31.36. By (i), \(\sigma_{ij}+p\delta_{ij}=A_{ijkl}\pp_{k}v_{l}\) for a constant fourth-rank tensor \(A\). By (ii) that tensor is isotropic, and every isotropic fourth-rank tensor in three dimensions is a combination of the three available products of Kronecker deltas,
a representation this chapter takes from the algebra of Cartesian tensors (Section 13.2.2). Symmetry of \(\sigma\) in \((i,j)\) forces \(\mu_{1}=\mu_{2}=:\mu\), and then
which involves only the symmetric part \(e_{ij}\) — so requirement (iv) is automatically met, since the antisymmetric part of the velocity gradient, which by Proposition 31.9 is the rigid rotation, has dropped out. Writing \(e_{ij}=\left(e_{ij}-\tfrac{1}{3}e_{kk}\delta_{ij}\right) +\tfrac{1}{3}e_{kk}\delta_{ij}\) and collecting the isotropic pieces gives Equation (31.30) with \(\zeta=\lambda+\tfrac{2}{3}\mu\). The split is the useful one because the first viscous term is trace free and responds only to shape change, while \(\zeta\) responds only to volume change and therefore cannot be measured in any incompressible flow.
∎For a Newtonian fluid,
and when the flow is incompressible and \(\mu\) uniform this reduces to
The boundary condition at a solid surface is no slip: the fluid velocity equals the velocity of the surface, both normal and tangential components. Rests on Theorems 31.22 and 31.36.
Derives Theorem 31.37. Cauchy's momentum equation (Section 30.3.2), derived exactly as in Theorem 31.22 but keeping the full traction, is \(\rho\,Dv_{i}/Dt=\pp_{j}\sigma_{ij}+\rho g_{i}\). Insert Equation (31.30) with \(\mu\) and \(\zeta\) constant:
which collects to Equation (31.31). Under Equation (31.11) every term carrying \(\vect{\nabla}\cdot\vect{v}\) vanishes and division by \(\rho\) gives Equation (31.32). The bulk viscosity has disappeared, which is why it plays no part anywhere in this chapter except in the attenuation of sound.
The equations are second order in space, so they carry one more boundary condition than Equation (31.19) (Remark 31.23). That the extra condition is no slip rather than some finite slip is not a theorem: it is a physical hypothesis, and the one Navier's own derivation from a molecular model [Navier:1823] left open. It was settled by measurement, and the measurement is Poiseuille's — Section 36.2 turns the accuracy of Equation (31.35) into a bound on the slip length of a few tens of nanometres.
∎The customary name compresses a sequence. Navier reached Equation (31.32) in 1822 from a molecular model with one coefficient [Navier:1823]; Cauchy and Poisson rederived it on other grounds; Saint-Venant published the equations in essentially their final continuum form in 1843 [SaintVenant:1843], two years before Stokes, whose memoir [Stokes:1845] gave the constitutive argument reproduced in Theorem 31.36 and argued the no-slip condition. The label “Navier–Stokes” is therefore a convention rather than a priority claim, and Saint-Venant's omission from it is the clearest instance in this chapter of a name recording custom rather than history.
Stokes further proposed \(\zeta=0\), which is exact for a monatomic dilute gas and is a good approximation for many others, but is not a consequence of anything in Theorem 31.36. Nothing in this chapter depends on it. Rests on Theorem 31.37.
Exact solutions: Couette and Poiseuille flow
The nonlinear term of Equation (31.32) is what makes the system intractable, so the solutions that are known in closed form are almost exactly the flows in which it vanishes identically. In a unidirectional flow \(\vect{v}=v(y)\hat{\vect{x}}\) or \(v(r)\hat{\vect{z}}\) the advective term \((\vect{v}\cdot\vect{\nabla})\vect{v}\) is zero because \(v\) does not vary along the direction in which it points. The solutions below are therefore exact solutions of the full equations, not approximations, and that is what makes their comparison with measurement a clean test.
Between two parallel plates a distance \(h\) apart, one at rest and one moving in its own plane at speed \(U\), with no applied pressure gradient, the steady solution of Equation (31.32) is
and the tangential stress transmitted to each plate is uniform and equal to \(\mu U/h\). Rests on Theorem 31.37.
Derives Proposition 31.39. With \(\vect{v}=v(y)\hat{\vect{x}}\) the advective term vanishes, the flow is divergence free, and the steady \(x\) component of Equation (31.32) without a pressure gradient reduces to \(\mu\,\dd^{2}v/\dd y^{2}=0\). Hence \(v\) is linear in \(y\); no slip at both plates fixes \(v(0)=0\) and \(v(h)=U\), giving Equation (31.33). The stress follows from Equation (31.29). Two features are worth recording: the profile is independent of \(\mu\), so a Couette measurement determines \(\mu\) from the force and not from the shape of the profile, and the velocity gradient is uniform, so this is the one flow in which the constitutive relation Equation (31.29) is tested at a single, controlled shear rate. Couette's rotating-cylinder viscometer [Couette:1890] is the practical realization, with the small gap between the cylinders playing the part of \(h\).
∎Between coaxial cylinders of radii \(R_{1}<R_{2}\) rotating at angular velocities \(\Omega_{1}\) and \(\Omega_{2}\), the steady azimuthal solution is
and the viscous torque per unit length transmitted between the cylinders is \(G=4\pi\mu B\), independent of \(r\). Rests on Theorem 31.37 and Proposition 31.39.
Derives Proposition 31.40. Seek \(\vect{v}=v_{\varphi}(r)\hat{\vect{\varphi}}\). The flow is divergence free, and the advective term contributes only the centripetal \(-v_{\varphi}^{2}/r\) in the radial direction, which is balanced by the radial pressure gradient and does not enter the azimuthal equation. That equation is
whose general solution is \(v_{\varphi}=Ar+B/r\); the two no-slip conditions \(v_{\varphi}(R_{i})=\Omega_{i}R_{i}\) give the constants in Equation (31.34). The term \(Ar\) is rigid rotation and carries no shear; the shear stress is \(\sigma_{r\varphi}=\mu r\,\dd\left(v_{\varphi}/r\right)/\dd r =-2\mu B/r^{2}\), so the torque per unit length on a cylindrical surface of radius \(r\) is \(2\pi r^{2}\times2\mu B/r^{2}=4\pi\mu B\), the same at every radius — as it must be, since no torque accumulates in a steady state. This is the working equation of the Couette viscometer [Couette:1890]. The solution loses stability when the inner cylinder rotates fast enough, in the way computed and measured by Taylor [Taylor:1923] and described in Section 31.8.2.
∎Steady laminar flow of a viscous liquid along a straight circular tube delivers a volume flux proportional to the applied pressure difference and to the fourth power of the tube radius,
inversely proportional to the length of the tube and to the viscosity of the liquid. Halving the radius at fixed pressure drop therefore divides the delivery by sixteen. The law was established by measurement — independently by Hagen in brass tubes [Hagen:1839] and by Poiseuille in fine glass capillaries [Poiseuille:1840] — before it was derived, and it is accurate enough to serve as a viscometric standard. Rests on Theorem 31.37.
Derivation. Derives Phenomenon 31.41. Seek a steady, axisymmetric, unidirectional solution \(\vect{v}=v(r)\,\hat{\vect{z}}\) of the incompressible Navier–Stokes equations in a tube of radius \(R\). Such a field is divergence-free automatically, and its inertial term vanishes identically: \((\vect{v}\cdot\vect{\nabla})\vect{v}=v\,\pp_{z}\bigl(v\, \hat{\vect{z}}\bigr)=0\), so the nonlinearity plays no part and the solution below is exact rather than approximate. What remains, using the cylindrical Laplacian Equation (7.130), is the axial component
in which the first term is independent of \(r\) and the second independent of \(z\), so both are the same constant: \(\dd p/\dd z=-\Delta p/L\). Integrating once and discarding the \(\ln r\) solution as singular on the axis, then integrating again and imposing the no-slip condition \(v(R)=0\) at the wall,
the parabolic profile. The flux is
which is Equation (31.35). The fourth power is the signature: two of its powers come from the cross-sectional area and two from the mean speed, which itself grows as \(R^{2}\) because the wall is the only brake on the flow. The agreement of the measured flux with Equation (31.35), with no fitted constant beyond the viscosity, is the quantitative laboratory test of the no-slip condition: a wall at which the liquid retained a finite tangential speed would deliver a larger flux than this, by the factor computed in Equation (36.8).
∎Equation (31.36) is the flow far from the inlet. A fluid entering the tube with a flat profile carries the wall's influence inwards by viscous diffusion, over a transverse distance that grows as \(\sqrt{\nu t}\) with \(t=z/\bar{v}\) the time since entry (Section 31.7.2). The parabolic profile is established when that distance reaches the axis, \(\sqrt{\nu z/\bar{v}}\sim R\), i.e. at
so the entry length grows in proportion to both the diameter and the Reynolds number. The estimate gives the scaling and not the coefficient, which is measured to be of order \(10^{-1}\); a tube short enough that \(L\) is comparable with \(L_{\mathrm{e}}\) delivers less than Equation (31.35), which is the first of the two failures reported in Section 36.2. Rests on Phenomenon 31.41.
Stokes flow
When \(\mathrm{Re}\ll1\) the inertial terms of Equation (31.32) are negligible against the viscous term and the equations linearize to the Stokes equations
in which time appears only through the boundary conditions. Rests on Theorem 31.37 and Equation (31.42).
If \(\left(\vect{v},p\right)\) solves Equation (31.38) with boundary velocity \(\vect{U}\), then \(\left(-\vect{v},-p\right)\) solves it with boundary velocity \(-\vect{U}\). Reversing the motion of the boundaries therefore reverses the motion of every fluid particle exactly, and a body that repeats a sequence of shapes in reverse order returns the fluid to its initial configuration. Rests on Definition 31.43.
Derives Proposition 31.44. Equation (31.38) is linear and homogeneous in \(\left(\vect{v},p\right)\), so multiplying a solution by \(-1\) gives a solution, and the boundary data are multiplied by \(-1\) with it; uniqueness of the Stokes problem then identifies it as the solution. Nothing of the sort holds for Equation (31.32), whose advective term is quadratic and changes sign under \(\vect{v}\longmapsto-\vect{v}\) in a way the other terms do not. The consequence is observable and is the reason a swimming micro-organism cannot propel itself by any reciprocal stroke: a sequence of shapes retraced in reverse produces no net displacement whatever, however fast it is performed, because the speed cancels out of Equation (31.38) entirely.
∎A sphere of radius \(a\) moving slowly at speed \(U\) through a fluid of viscosity \(\mu\) experiences a resisting force
proportional to the first power of the speed and to the first power of the radius, and independent of the density of the fluid [Stokes:1851]. It is the law by which a falling sphere measures a viscosity, by which particles settle out of suspension, and by which the charged oil droplets of Millikan's measurement of the elementary charge were sized [Millikan:1913].
Derivation. Derives Phenomenon 31.45. What can be settled in a few lines is the form of Equation (31.39), and it is worth separating that from the numerical factor because the form is what carries the physics. Equation (31.38) is linear in \(\vect{v}\) and the boundary data are linear in \(U\), so the solution, and with it the traction integrated over the sphere, is exactly proportional to \(U\): the drag is linear in the speed, not quadratic, and this is a theorem rather than a small-amplitude approximation. The quantities available are then \(\mu\), \(a\) and \(U\), whose dimensions \(\mathsf{M}\mathsf{L}^{-1}\mathsf{T}^{-1}\), \(\mathsf{L}\) and \(\mathsf{L}\mathsf{T}^{-1}\) admit exactly one combination with the dimensions of force (Theorem D.2), namely \(\mu aU\); note that \(\rho\) cannot appear, because it has been removed from the equations along with the inertial terms. Hence \(F=C\mu aU\) with \(C\) a pure number. Solving Equation (31.38) in full for the sphere and integrating the traction gives \(C=6\pi\) [Stokes:1851]; that calculation is longer than a page and is carried out in the appendix.
∎Full derivation in Appendix A.
Derives Phenomenon 31.45.
A sphere of density \(\rho_{\mathrm{s}}\) falling under gravity in a fluid of density \(\rho_{\mathrm{f}}\) reaches the speed at which Equation (31.39) balances its weight less the buoyancy of Equation (31.15):
For an oil droplet of radius \(1\,\mu\mathrm{m}\) and density \(900\,\mathrm{kg}/\mathrm{m}^{3}\) in air (Table 31.1) this is \(U_{\mathrm{t}}\approx1.1\times 10^{-4}\,\mathrm{m}/\mathrm{s}\), about a tenth of a millimetre per second, and the Reynolds number of the motion is then \(\rho_{\mathrm{f}}U_{\mathrm{t}}a/\mu\approx7\times 10^{-6}\) — amply inside the regime of Definition 31.43, which is what justifies using Equation (31.39) to convert an observed fall speed into a droplet radius [Millikan:1913]. The quadratic dependence on \(a\) is what makes sedimentation a size separation: doubling the radius quadruples the settling speed. Rests on Phenomena 31.18 and 31.45.
Equation (31.39) is the leading term of an expansion in \(\mathrm{Re}\), and the next term is not obtained by simply iterating Equation (31.38) with the neglected inertia treated as a small forcing. The reason is that the neglect is not uniformly valid: the Stokes velocity disturbance decays only as \(a/r\), so the neglected inertial term \(\rho\left(\vect{v}\cdot\vect{\nabla}\right) \vect{v}\) falls off more slowly than the retained viscous term \(\mu\nabla^{2}\vect{v}\), and beyond a distance of order \(a/\mathrm{Re}\) the ordering is reversed. The naive second approximation then cannot be made to satisfy the condition at infinity at all — Whitehead's paradox. Oseen's repair is to keep the advection by the uniform stream in the far field from the start, giving
with \(C_{\mathrm{D}}\) as in Phenomenon 31.55. The structure — an inner region where viscosity dominates and an outer region where it does not, matched to each other — is the same one that resolves the opposite limit in Section 31.7.2, and it is the general method pointed to in Approximation Methods. Rests on Phenomenon 31.45.
Existence and smoothness: an open problem
Everything in this chapter is a statement about solutions of Equation (31.32), and it is not known that those solutions exist. The position, stated exactly, is this. Leray proved in 1934 that from smooth initial data of finite energy the three-dimensional incompressible equations possess a global weak solution — one satisfying the equations in an integrated sense against test functions, and obeying an energy inequality [Leray:1934]. It is not known whether that solution is unique, and it is not known whether it remains smooth: a weak solution is permitted, as far as anything proved goes, to develop a singularity in finite time at which the velocity gradient blows up. Conversely, a strong solution is known to exist and be unique for a finite time from smooth data, and to persist for all time if the data are small enough; what is missing is the passage between the two regimes. The Clay Millennium problem asks for a proof of global regularity or a counterexample [Fefferman:2006], and neither exists.
Two consequences are owed to the reader. The first is that the turbulence statements of Section 31.9 rest on equations whose well-posedness is open, which is a situation without parallel elsewhere in this treatise — and the empirical adequacy of those equations, which is not in doubt, is no substitute. The second is that the question is not idle: a singularity would be a genuine physical event in the model, at which the continuum hypothesis of Definition 31.2 would have to be abandoned, so the answer matters for what the equations are taken to describe and not only for mathematics. The problem is catalogued with the others in What We Observe but Do Not Understand. Rests on Theorem 31.37.
Dynamical similarity
The Reynolds number
Two incompressible flows past geometrically similar bodies are observed to be similar to each other — same streamline pattern, same dimensionless force coefficients, same transition points — whenever they agree in the single dimensionless combination
whatever the separate values of size, speed, density and viscosity. Drag measurements taken on bodies of very different size and in different fluids collapse onto one curve when plotted against \(\mathrm{Re}\) [Reynolds:1883] [Eiffel:1912], and it is this observed collapse, not any argument of principle, that licenses wind-tunnel and towing-tank practice. Rests on Theorem 31.37.
Derivation. Derives Phenomenon 31.49. Let \(L\) and \(U\) be the size of the body and the free-stream speed, and measure lengths, velocities, times and pressures in the units \(L\), \(U\), \(L/U\) and \(\rho U^{2}\), writing the resulting dimensionless variables with primes. The incompressible Navier–Stokes system
becomes, after dividing throughout by \(U^{2}/L\),
From Equations (31.32) and (31.42) (measuring lengths in \(L\), speeds in \(U\), times in \(L/U\) and pressures in \(\rho U^{2}\), then dividing throughout by \(U^{2}/L\)). with \(\mathrm{Re}\) as in Equation (31.42) the only parameter left. Geometric similarity of the bodies makes the dimensionless boundary conditions identical as well. Two flows agreeing in \(\mathrm{Re}\) therefore solve the same dimensionless problem, and if that problem has a unique solution their primed fields coincide; every dimensionless quantity built from them — the drag coefficient, the pressure coefficient, the Strouhal number of any shedding — is a function of \(\mathrm{Re}\) alone. The same count follows from the \(\Pi\) theorem (Theorem D.2): five dimensional quantities \(\rho,U,L,\mu\) and the force, in three independent dimensions, leave \(5-3=2\) dimensionless groups, one of which may be taken as the drag coefficient and the other as \(\mathrm{Re}\) [Buckingham:1914].
The uniqueness clause is load-bearing and is exactly where the argument stops: two flows at the same \(\mathrm{Re}\) solve the same problem, but if that problem admits more than one solution — as pipe flow above \(\mathrm{Re}\approx2000\) manifestly does — similarity says nothing about which one is realized.
∎Equation (31.42) is the ratio of the inertial term \(\rho U^{2}/L\) to the viscous term \(\mu U/L^{2}\) in Equation (31.32), and equivalently the ratio of the time \(L^{2}/\nu\) for momentum to diffuse across the flow to the time \(L/U\) for it to be carried across. The range spanned in nature is enormous, and it is why one subject contains such different-looking regimes: a swimming bacterium works at \(\mathrm{Re}\sim10^{-5}\), where Proposition 31.44 governs everything; a raindrop falls at \(\mathrm{Re}\sim10^{3}\); a thrown cricket ball flies at \(\mathrm{Re}\sim10^{5}\), close enough to the crisis of Phenomenon 31.55 that its surface finish changes its flight; and an airliner's wing works at \(\mathrm{Re}\sim10^{7}\). No single approximation covers that span, which is the organizing fact of the chapter. Rests on Phenomenon 31.49.
The same nondimensionalization applied to the further terms of the equations of motion produces one dimensionless group per physical effect retained. Those used in this chapter are
in which \(c\) is the sound speed of Equation (31.75), \(f\) a shedding or oscillation frequency, \(\gamma\) the surface tension of Equation (31.18), and, for the last, \(\alpha\) the thermal expansion coefficient, \(\kappa\) the thermal diffusivity, \(d\) the depth of the layer and \(\Delta T\) the temperature difference imposed across it. All are pure numbers, so that each carries the same value in every system of units (The Dimensionless Constants). Rests on Phenomenon 31.49 and Theorem D.2.
Matching \(\mathrm{Re}\) between a model and a full-scale body is frequently impossible — a model at one tenth scale would need ten times the speed in the same fluid, which changes \(\mathrm{Ma}\) — and the practical art consists in deciding which group must be matched and which may be violated. Worse, and more instructive: the interior equations do not see the disturbance level of the incoming stream, which is a further dimensionless datum of the experiment. Two flows at the same \(\mathrm{Re}\) in tunnels of different quality are not the same flow, which is the observation Reynolds himself made when patient settling of his tank moved the transition threshold upward without limit [Reynolds:1883]. Rests on Phenomenon 31.49.
Below a Reynolds number of the order of \(2000\) the flow of water along a straight pipe is laminar: a filament of dye released on the axis travels the length of the tube as an unbroken coloured thread. Above it the thread breaks up at some point down the tube and mixes across the whole section, and the pressure drop needed to drive a given flux ceases to follow the linear law of Equation (31.35), rising instead roughly as the square of the flux [Reynolds:1883]. The threshold is not sharp: with a smooth inlet and a quiet supply the laminar thread survives to much higher \(\mathrm{Re}\), so the observed transition depends on the amplitude of the disturbances present and not on \(\mathrm{Re}\) alone [Reynolds:1883] [Avila:2011]. Rests on Phenomena 31.41 and 31.49.
Derivation. Derives Phenomenon 31.53. Three statements are contained in the phenomenon and they have three quite different standings. Separating them is the substance of this derivation, because two of the three follow and the third does not.
That the criterion, if there is one, is a condition on a pure number. A straight circular pipe fixes the geometry completely, so by Phenomenon 31.49 the dimensionless problem Equation (31.43) carries the single parameter \(\mathrm{Re}=\rho\bar{v}D/\mu\) and nothing else. Any criterion separating the two observed states is therefore a condition on \(\mathrm{Re}\) alone, and not on the diameter, the speed, the density or the viscosity separately. That is a prediction and it is the one Reynolds tested: he varied the diameter and, by warming the water, the viscosity, and located the change of state at one value of the combination rather than at one value of any factor in it [Reynolds:1883]. What the same argument declines to supply is the number. The uniqueness clause in the proof of Phenomenon 31.49 is exactly what fails here — above the threshold the dimensionless problem possesses two attracting states, and similarity says nothing whatever about which of them is realized.
That the threshold is not the onset of a linear instability. The laminar profile Equation (31.36) is parabolic, so its curvature keeps one sign across the whole section and it possesses no inflexion point. For the plane analogue Theorem 31.77 then forbids inviscid instability outright, and for the circular pipe the computed viscous spectrum is damped at every Reynolds number [Avila:2011]: the laminar solution does not lose stability at \(\mathrm{Re}\approx2000\), or anywhere else. Whatever the transition is, it is not a bifurcation of the laminar state, and no linearization about that state can produce the observed threshold. This is the exact complement of Phenomenon 31.78, where the same programme delivers a threshold and a length scale with no adjustable parameter.
That the resistance rises as the square of the flux. The momentum balance on the column of fluid between two sections a distance \(L\) apart is exact and assumes no model of the motion: the pressure force on the two faces is carried entirely by the shear on the wall, so
Below the threshold Equation (31.35) gives \(\Delta p/L=32\mu\bar{v}/D^{2}\) and hence \(\tau_{\mathrm{w}}=8\mu\bar{v}/D\), linear in the speed because the transverse transport of streamwise momentum is molecular. Above it that transport is carried instead by the Reynolds stress \(-\rho\avg{v_{i}'v_{j}'}\) of Equation (31.70), in which the viscosity does not appear at all. Grant that the wall stress becomes independent of \(\mu\) and the quantities left are \(\rho\), \(\bar{v}\) and \(D\), from which Theorem D.2 admits exactly one form, \(\tau_{\mathrm{w}}=\tfrac{1}{2}f\rho\bar{v}^{2}\) with \(f\) a pure number; then Equation (31.49) and \(Q=\pi D^{2}\bar{v}/4\) give
The exponent moves from one to two because the mechanism of transverse momentum transport moves from molecular to inertial, and that is all this argument establishes. It is not exact, and the discrepancy is measurable: \(f\) is not quite constant but falls slowly as \(\mathrm{Re}\) grows in a smooth pipe, so the observed exponent over Reynolds's own range is close to \(1.72\) rather than \(2\) [Reynolds:1883], and approaches \(2\) only when the wall is rough enough for the roughness height to replace the viscous scale.
What is not derived is the threshold itself, and Remark 31.54 states what stands in its place.
∎The missing third of the derivation above is not a derivation that exists and has not been transcribed. No derivation of the pipe threshold from Equation (31.32) is known. Since the laminar state never loses stability, the turbulent state cannot be reached from it by an infinitesimal disturbance, and the transition is subcritical: it requires a disturbance of finite amplitude, so that the observed threshold is a property of the disturbance environment as much as of the equations. What replaces a stability calculation is a statistical criterion over the localized turbulent patches, or puffs, that the flow supports below the threshold. Each puff has a finite probability per unit time of decaying and a finite probability of splitting in two, both measured; the turbulence is sustained indefinitely exactly when splitting outruns decay, and that crossing occurs at \(\mathrm{Re}=2040(10)\) [Avila:2011]. That is a sharp and reproducible number, but it is a measured lifetime balance and not a consequence of Equation (31.32) that anyone has derived. The honest statement is that the pipe has two available states and that no theory predicts the boundary between them; Section 36.3 sets out the measurements a future theory must reproduce. Rests on Phenomenon 31.53.
Drag laws
Every body moved steadily through a real fluid experiences a force opposing its motion, and the power needed to keep it moving is the product of that force with its speed. Steady potential flow of an inviscid fluid past a finite body predicts exactly zero — Phenomenon 31.30 — so the observation falsifies the inviscid model no matter how small the viscosity of the fluid is made, which is the sharpest failure of a limit in classical physics. The measured drag coefficient of a sphere, \(C_{\mathrm{D}}=F/(\tfrac{1}{2}\rho v^{2}\pi a^{2})\), falls in inverse proportion to \(\mathrm{Re}\) in the creeping-flow regime [Stokes:1851], flattens to a plateau of order unity over several decades of \(\mathrm{Re}\), and then drops abruptly by a factor of several near \(\mathrm{Re}\approx3\times 10^{5}\) — the drag crisis, at which a rougher sphere is measurably less resistant than a smooth one [Eiffel:1912]. Rests on Phenomena 31.30 and 31.45.
Derivation. Derives Phenomenon 31.55. Three separate statements are contained in the phenomenon, and they have very different standing.
That the ideal model gives zero is Phenomenon 31.30, proved above for the sphere. That the real drag is not zero, and does not tend to zero as \(\mu\longrightarrow0\), follows from the boundary-layer scaling of Section 31.7.2: the viscous stress at the wall is of order \(\mu U/\delta\) with \(\delta\sim L\,\mathrm{Re}^{-1/2}\), so it falls only as \(\mathrm{Re}^{-1/2}\) while the area over which it acts is fixed, and the separated wake contributes a pressure defect that does not fall at all. The limit of vanishing viscosity is not uniform, which is why setting \(\mu=0\) in the equation gives the wrong answer for any \(\mu\) however small.
That the drag is measurable from the wake alone is the quantitative statement, and it follows from momentum conservation. Take a control volume bounded by a large cylinder around the body, with plane faces far upstream and far downstream where the pressure has returned to \(p_{\infty}\). The flux of \(x\) momentum into the volume through the upstream face is \(\rho U^{2}A\); out through the downstream face it is \(\rho\int u^{2}\,\dd A\); mass conservation requires the deficit \(\int\left(U-u\right)\dd A\) to leave through the side, carrying \(x\) momentum \(\rho U\int\left(U-u\right)\dd A\) with it. The net force on the body is the imbalance,
From Equations (31.10) and (31.19) (balancing the flux of streamwise momentum through a large control surface, the mass deficit leaving through its sides carrying momentum \(\rho U\) per unit volume). the integral running over the wake, where alone \(u\neq U\). Two things follow: the drag is exactly the momentum deficit the body leaves behind, so a body with no wake has no drag — which is Phenomenon 31.30 again, read backwards — and the drag can be measured by traversing a Pitot tube across the wake, without touching the body at all.
What is not derived here is the size of the wake, which requires the boundary layer to be followed to its separation point, and with it both the value of the plateau coefficient and the location and depth of the drag crisis.
∎Two of the three things left open above are settled later in this chapter and one is not, and the difference is worth marking here rather than leaving the reader to discover it. The criterion for the wake to exist at all — that the boundary layer can separate only where the external pressure rises along the flow — is derived, from the layer equations at the wall, in Proposition 31.73; the delay of separation by a layer that has itself become turbulent, and with it the drag crisis and the dimpled golf ball, follow from the same criterion and are given there.
What is not derived, here or there, is any of the numbers. Locating the separation point requires integrating the boundary-layer equations along the surface under the external pressure distribution, and for a bluff body that distribution is itself set by the wake whose size is being sought, so the problem is not closed by the boundary-layer approximation at all. The plateau value \(C_{\mathrm{D}}\approx0.4\) to \(0.5\) and the Reynolds number \(\mathrm{Re}\approx3\times 10^{5}\) at which the crisis occurs are therefore measured quantities [Eiffel:1912], reported in Remark 31.57 and in Experiment: Fluid Flow and Turbulence as measurements, and the chapter claims no derivation of either. Rests on Phenomenon 31.55 and Proposition 31.73.
The drag coefficient of a sphere as a function of \(\mathrm{Re}\) is one curve spanning nine decades, and each approximation in this chapter is answerable to one stretch of it. Below \(\mathrm{Re}\approx1\) it is \(C_{\mathrm{D}}=24/\mathrm{Re}\), which is Equation (31.39) rewritten, with the Oseen correction Equation (31.41) extending the agreement upward. Through the intermediate decades it flattens to a plateau of order \(0.4\) to \(0.5\), which is the momentum-flux estimate \(F\sim\rho U^{2}a^{2}\) of Equation (31.51) with a wake comparable to the body. Near \(\mathrm{Re}\approx3\times 10^{5}\) it falls abruptly by a factor of several, which is Phenomenon 36.12 operating; that is Eiffel's discovery [Eiffel:1912], and the reason a golf ball is dimpled. No part of the curve is derived from first principles across its whole range, and the chapter says so rather than presenting the pieces as a theory. Rests on Phenomenon 31.55.
Vorticity
Vortex lines and Helmholtz's theorems
For a fluid of uniform density obeying Equation (31.32) with a conservative body force,
If the density is not uniform the right-hand side acquires the baroclinic term \(\left(\vect{\nabla}\rho\times\vect{\nabla}p\right)/\rho^{2}\), which vanishes if and only if surfaces of constant density and constant pressure coincide. Rests on Theorem 31.37 and Equation (31.5).
Derives Theorem 31.58. Write Equation (31.32) using Equation (31.4) and \(\vect{g}=-\vect{\nabla}\Phi\):
Take the curl. Every gradient dies by Equation (7.167), so the pressure and the body force disappear entirely — the first thing to notice about vorticity is that pressure cannot create it. Expanding \(\vect{\nabla}\times\left(\vect{v}\times\vect{\omega}\right)\) by Equation (31.5) and using \(\vect{\nabla}\cdot\vect{\omega}=0\) (a curl is solenoidal, Equation (31.6)) together with \(\vect{\nabla}\cdot\vect{v}=0\),
which rearranges to Equation (31.52). For non-uniform density the pressure term is \(-\vect{\nabla}\times\left(\vect{\nabla}p/\rho\right) =-\vect{\nabla}\left(1/\rho\right)\times\vect{\nabla}p =\left(\vect{\nabla}\rho\times\vect{\nabla}p\right)/\rho^{2}\), as stated.
The two terms on the right of Equation (31.52) are the whole dynamics of the subject. The first, \(\left(\vect{\omega}\cdot\vect{\nabla}\right)\vect{v}\), is vortex stretching: a vortex line lying along a direction in which the fluid is being stretched has its vorticity amplified in proportion, because angular momentum is conserved while the moment of inertia falls. It is absent in any flow independent of one Cartesian direction, which is why such flows cannot produce the cascade of Section 31.9.2 and why turbulence is an intrinsically three-dimensional phenomenon. The second, \(\nu\nabla^{2} \vect{\omega}\), diffuses vorticity, with \(\nu\) as the diffusivity — which is the reading of the kinematic viscosity promised in Remark 31.33.
∎Define the strength of a vortex tube as the flux of vorticity across any cross-section of it, equivalently by Theorem 7.132 the circulation around any circuit girdling it once. Then:
-
the strength is the same at every cross-section, so a vortex tube cannot end within the fluid but must close on itself or terminate on a boundary;
-
in an ideal barotropic fluid with conservative body forces, vortex lines are material lines — they move with the fluid; and
-
the strength of a vortex tube is then constant in time.
The first is kinematic and holds in every flow whatever; the second and third require the hypotheses stated [Helmholtz:1858]. Rests on Theorems 31.58 and 31.64.
Derives Theorem 31.59. (1) \(\vect{\nabla}\cdot\vect{\omega}=0\) identically by Equation (31.6). Apply the divergence theorem (Theorem 7.133) to the piece of tube between two cross-sections: the side wall is made of vortex lines and carries no flux, so the two end fluxes are equal. If a tube ended in the interior its strength would have to fall to zero there, contradicting that equality.
(2) and (3) follow from Kelvin's theorem (Theorem 31.64), which is proved below independently. Take a material circuit lying in the surface of a vortex tube and not girdling it; the circulation around it is zero at the initial instant, hence zero for all time, so the circuit continues to lie in a surface of vortex lines — the tube surface is a material surface, and since this holds for every tube of every thickness the vortex lines themselves are material. Take next a material circuit girdling the tube once: its circulation is the strength, and Kelvin's theorem says the strength does not change. The three statements are Helmholtz's [Helmholtz:1858], and they are the reason a vortex ring is a persistent object: it cannot end, it cannot be cut, and its strength cannot decay, until viscosity is restored.
∎A puff of fluid ejected from a circular orifice rolls up into a ring of vorticity that then propels itself along its own axis — an arrangement satisfying Theorem 31.59 exactly, since the vortex line closes on itself. The ring's self-induced speed follows from the velocity that the ring's own vorticity induces at its core, and grows as the ring becomes thinner at fixed strength; two coaxial rings pass repeatedly through one another, each contracting and accelerating as it passes through the other and then widening and slowing, a motion which is a direct visual demonstration that the vorticity is being carried by the fluid rather than diffusing through it. The persistence of smoke rings over many diameters is the measured content of Theorem 31.59, and their eventual decay is the measured content of the viscous term in Equation (31.52). Rests on Theorem 31.59.
A circular cylinder held across a stream sheds vorticity alternately from its two sides, forming two staggered rows of vortices that travel downstream — the Kármán vortex street. The shedding is periodic, and over the wide range \(300\lesssim\mathrm{Re} \lesssim2\times 10^{5}\) its frequency \(f\) satisfies
nearly independent of \(\mathrm{Re}\), where \(d\) is the diameter and \(U\) the stream speed. Strouhal established the proportionality \(f\propto U/d\) by measuring the musical tone emitted by wires in a wind — the Aeolian tone — and obtained a coefficient near \(0.185\) for fine wires [Strouhal:1878]; the value quoted in Equation (31.53) is the modern one for a circular cylinder [Batchelor:1967]. Von Kármán showed that of all the staggered double rows only one spacing is not immediately destroyed by its own induced motion, namely that with the ratio of row separation to streamwise spacing
which is close to what the photographs show [Karman:1911]. Rests on Theorem 31.58.
Full derivation in Appendix A.
Derives Phenomenon 31.61.
The appendix settles Equation (31.54) and nothing further, and both halves of that sentence matter. It is a theorem about point vortices in an unbounded ideal fluid: the row is idealized as two staggered infinite sequences of line vortices, the cylinder that made them does not appear in the calculation, and what is found is neutral stability at one ratio rather than stability, the configuration being unstable at higher order and the observed spacing drifting slowly downstream. That it nonetheless reproduces the photographed ratio to within a few percent is the interesting fact [Karman:1911].
Equation (31.53) is of a different kind altogether. No derivation from Equation (31.32) predicts the value one fifth. What Phenomenon 31.49 does establish is that the shedding frequency of a given shape can only enter through the dimensionless combination \(fd/U\), and that this must be a function of \(\mathrm{Re}\) alone; the frequency therefore scales as \(U/d\), which is Strouhal's observation and is why a wire's tone rises with the wind [Strouhal:1878]. That the function is nearly flat over three decades of \(\mathrm{Re}\), and that its value there is close to \(0.2\), are measured facts about the coupling between the two boundary layers and the near wake [Batchelor:1967]. They are reported in this chapter as measurements and are not derived in it. Rests on Phenomena 31.49 and 31.61.
Kelvin's circulation theorem
The circulation around a closed circuit \(C\) is
in \(\mathrm{m}^{2}/\mathrm{s}\). By Stokes' theorem (Theorem 7.132) it equals the flux of vorticity through any surface spanning \(C\), provided such a surface lies wholly in the fluid. Rests on Definition 31.8 and Theorem 7.132.
In an ideal barotropic fluid subject to conservative body forces, the circulation around any circuit that moves with the fluid is constant in time,
Rests on Theorem 31.22 and Definition 31.63.
Derives Theorem 31.64. Let \(C(t)\) be a material circuit and parametrize it by a label \(s\) carried with the fluid, so that differentiating under the integral sign is legitimate:
The second integral is elementary: a material line element is stretched by the velocity difference across it, so \(D\left(\dd\vect{x}\right)/Dt=\dd\vect{v}\), and \(\oint\vect{v}\cdot\dd\vect{v}=\oint\dd\left(\tfrac{1}{2}v^{2}\right) =0\) because the circuit is closed. In the first integral substitute Equation (31.19) divided by \(\rho\): with \(\rho=\rho(p)\) the pressure term is \(-\vect{\nabla}P\) and with conservative forces the body force is \(-\vect{\nabla}\Phi\), so the integrand is an exact differential and its integral around a closed circuit vanishes by Equation (7.166). Hence Equation (31.56) [Thomson:1869].
∎If an ideal barotropic fluid under conservative forces is irrotational at one instant throughout a region, it is irrotational in the material image of that region at every later instant. Rests on Theorems 31.59 and 31.64.
Derives Corollary 31.65. By Theorem 7.132 the circulation around every reducible circuit in the region is zero initially, hence by Theorem 31.64 zero at all times, hence the vorticity flux through every small surface vanishes and \(\vect{\omega}=\vect{0}\). This is what justifies the potential-flow model of Section 31.3.3 for a body set in motion from rest in still fluid — and, read the other way, it is exactly the difficulty of the lift problem, since it forbids the circulation of Section 31.7.1 from ever appearing. The escape is that the theorem is about a material region, and the circuit that would have to be used around an aerofoil sweeps through the boundary layer and the wake, where the hypotheses fail.
∎Reading the hypotheses of Theorem 31.64 backwards gives the complete list of ways vorticity can be generated in a fluid initially free of it: viscosity, which enters as the diffusive term of Equation (31.52) and acts overwhelmingly at solid boundaries, where the no-slip condition of Theorem 31.37 is a vorticity source; baroclinicity, when \(\vect{\nabla}\rho\) and \(\vect{\nabla}p\) are not parallel, which is what drives the Rayleigh–Taylor instability of Section 31.8.1 and every buoyancy-driven flow; and non-conservative body forces, which in this chapter do not occur but which in the conducting fluids of Plasmas and Magnetohydrodynamics are the Lorentz force. There is no fourth mechanism, and that is a strong statement: every vortex in the atmosphere and the ocean was made at a boundary or by buoyancy. Rests on Theorem 31.64.
Lift and the boundary layer
The Kutta–Joukowski theorem
Take the flow to be independent of one Cartesian coordinate, the span, and to have no velocity component along it — the idealization of a wing of large aspect ratio, and the setting in which the complex methods of Complex Analysis apply. Write \(z=x+\ii y\) for the position in the transverse plane and \(w(z)=\phi+\ii\psi\) for the complex potential built from the velocity potential of Proposition 31.28 and the stream function of Example 31.15; the Cauchy–Riemann equations (Theorem 8.6) are exactly Equation (31.12) together with \(\vect{v}=\vect{\nabla}\phi\), so \(w\) is holomorphic wherever the flow is irrotational, and
Let a body of contour \(C\) be held in a steady plane potential flow of a fluid of uniform density \(\rho\), with \(C\) traversed once counterclockwise. The force per unit span exerted on it by the fluid pressure is
Derives Lemma 31.67. For a counterclockwise contour the outward normal is \(\left(\dd y,-\dd x\right)/\abs{\dd z}\), so the pressure force on an element is \(\dd X=-p\,\dd y\) and \(\dd Y=p\,\dd x\), whence
By Equation (31.23) at constant height, \(p=B-\tfrac{1}{2}\rho q^{2}\) with \(q^{2}=\left(\dd w/\dd z\right)\overline{\left(\dd w/\dd z\right)}\); the constant \(B\) contributes \(-\ii B\oint\overline{\dd z}=0\) around a closed contour. Hence
The body surface is a streamline, so \(\psi\) is constant along \(C\) and \(\dd w=\dd\phi\) is real there: \(\overline{\dd w}=\dd w =\left(\dd w/\dd z\right)\dd z\). Substituting gives Equation (31.58). The integrand is holomorphic everywhere in the fluid, so by the deformation theorem (Corollary 8.15) the contour may be pushed out to any circuit enclosing the body — which is what makes the formula usable, since the far field is known even when the body's shape is not.
∎A body held in a steady plane potential flow of speed \(U\) along the \(x\) axis, around which the circulation is \(\Gamma\) measured counterclockwise, experiences no force along the stream and a transverse force per unit span
that is, a force of magnitude \(\rho U\abs{\Gamma}\) directed towards the side on which the fluid moves faster [Kutta:1902] [Joukowski:1910]. Rests on Lemma 31.67 and Theorem 8.24.
Derives Theorem 31.68. Far from the body the complex velocity is holomorphic in an annulus and has a Laurent expansion (Theorem 8.21); the constant term is the free stream and the \(1/z\) coefficient is fixed by the circulation, since \(\oint\left(\dd w/\dd z\right)\dd z=\Gamma+\ii Q\) with \(Q\) the volume flux out of the contour, zero for a solid body. Hence
Only the \(1/z\) term survives the contour integral, by the residue theorem (Theorem 8.24): \(\oint\left(\dd w/\dd z\right)^{2}\dd z =2\pi\ii\times\left(-\ii U\Gamma/\pi\right)=2U\Gamma\). Substituting in Equation (31.58),
which is Equation (31.59). The sign is worth checking physically rather than trusting: a counterclockwise circulation added to a rightward stream speeds the flow up underneath the body and slows it on top, so by Phenomenon 31.25 the pressure is lower underneath and the force is downward — which is what \(Y=-\rho U\Gamma<0\) says for \(\Gamma>0\). That \(X=0\) is Phenomenon 31.30 once more: circulation buys lift and not one newton of drag.
∎Theorem 31.68 determines the lift given \(\Gamma\) and says nothing about what \(\Gamma\) is; the potential problem of Proposition 31.28 has a one-parameter family of solutions, one for each circulation, all of them irrotational and all satisfying non-penetration. The physical selection is the Kutta condition: of that family, the realized flow is the one for which the velocity at a sharp trailing edge is finite, every other member requiring the fluid to turn the corner at infinite speed. That fixes \(\Gamma\), and for a thin aerofoil the value it fixes is the content of Proposition 31.70 below — Kutta's computation [Kutta:1902], with the general circulation theorem due to Joukowski, first published in Russian in 1906 [Joukowski:1910].
The Kutta condition is an extra physical hypothesis, and its justification is viscous: the boundary layer of Section 31.7.2 cannot negotiate the infinite adverse gradient at the edge and leaves the surface there. Its consistency with Corollary 31.65 is secured by the starting vortex: when a wing is set in motion the circulation around a large material circuit enclosing both wing and starting point remains zero, and a vortex of circulation \(-\Gamma\) is shed and left behind. It is photographable, and the photographs are the direct evidence that the bound circulation is real. Rests on Theorem 31.68 and Corollary 31.65.
Let a thin, uncambered profile of chord \(c\) with a sharp trailing edge be held at a small angle of attack \(\alpha\) in a plane potential stream of speed \(U\). Of the one-parameter family of irrotational flows past it, the Kutta condition selects
the lift per unit span rising by \(2\pi\) per radian of incidence, with no dependence whatever on the thickness or on the detailed shape of the section. Thickness, camber and finite span all modify the result, and camber alone shifts the zero-lift angle without altering the slope. Rests on Theorem 31.68 and Proposition 31.28.
Full derivation in Appendix A.
Derives Proposition 31.70.
The Prandtl boundary layer
In steady flow of speed \(U\) past a body of streamwise extent \(L\) at \(\mathrm{Re}\gg1\), viscous effects are confined to a layer against the surface whose thickness satisfies
outside which the flow is described by Equation (31.19). The wall shear stress is then of order \(\mu U/\delta\sim\rho U^{2}\mathrm{Re}^{-1/2}\), which tends to zero with the viscosity, but the dissipation and the drag do not, because the region in which they occur sharpens at the compensating rate [Prandtl:1904]. Rests on Theorem 31.37 and Phenomenon 31.30.
Derives Theorem 31.71. Within the layer the streamwise velocity rises from zero at the wall to \(U\) over the transverse distance \(\delta\), so transverse gradients exceed streamwise ones by the factor \(L/\delta\gg1\) and the dominant viscous term in Equation (31.32) is \(\nu\,\pp_{y}^{2}u\sim\nu U/\delta^{2}\). The streamwise inertia is \(u\,\pp_{x}u\sim U^{2}/L\). A layer in which viscosity acts at all is one where these balance, \(\nu U/\delta^{2}\sim U^{2}/L\), giving Equation (31.61). The same statement read as a diffusion problem is more transparent: momentum diffuses away from the wall a distance \(\sqrt{\nu t}\) in time \(t\), and the time available is the transit time \(L/U\), so \(\delta\sim\sqrt{\nu L/U}\), which is Equation (31.61) again — and is the estimate used for the entry length in Remark 31.42.
The scaling settles Phenomenon 31.30 as a matter of principle. The layer disappears as \(\mu\longrightarrow0\), which is why the outer potential solution describes the observed streamlines ever better; but the velocity gradient across it grows as \(U/\delta\sim\mathrm{Re}^{1/2}\), so the surface stress falls only as \(\mathrm{Re}^{-1/2}\) over a fixed area, and the separated wake it permits contributes a pressure drag that does not fall at all. A limit of that kind cannot be taken by setting the small parameter to zero in the equation, which is exactly what d'Alembert's argument does. Prandtl's water channel made the layer visible and, by removing it through a suction slit, showed that the whole flow around the body is controlled by it (Section 36.5).
∎For the one case that solves completely — a flat plate aligned with a uniform stream, so that the external pressure gradient vanishes — the boundary-layer equations admit a similarity solution in the variable \(\eta=y\sqrt{U/\nu x}\), reducing to a single third-order ordinary differential equation [Blasius:1908]. Its numerical solution gives the thickness at which the velocity reaches \(99\,\mathrm{\%}\) of the free stream as \(\delta_{99}\approx5.0\,x\,\mathrm{Re}_{x}^{-1/2}\), a local friction coefficient \(0.664\,\mathrm{Re}_{x}^{-1/2}\), and a friction drag coefficient \(1.328\,\mathrm{Re}_{L}^{-1/2}\) for one side of a plate of length \(L\). Concretely: a plate \(1\,\mathrm{m}\) long in water at \(1\,\mathrm{m}/\mathrm{s}\) has \(\mathrm{Re}_{L}=10^{6}\) and a layer about \(5\,\mathrm{mm}\) thick at the trailing edge, half a percent of the plate. The derivation of the similarity reduction is set out in Section 36.5, where the same numbers are used to interpret the streak photographs. Rests on Theorem 31.71.
In a steady two-dimensional boundary layer the wall curvature of the velocity profile is fixed by the external pressure gradient,
A profile with reversed flow at the wall, and hence a separation point where \(\left(\pp u/\pp y\right)_{y=0}=0\), can therefore occur only where \(\dd p/\dd x>0\) — where the external pressure rises along the flow. Rests on Theorem 31.71.
Derives Proposition 31.73. Evaluate the streamwise momentum equation of the layer, \(\rho\left(u\pp_{x}u+v\pp_{y}u\right) =-\dd p/\dd x+\mu\pp_{y}^{2}u\), at the wall, where no slip makes \(u=v=0\): the entire left-hand side vanishes and Equation (31.62) remains. If \(\dd p/\dd x<0\) the profile is concave towards the wall throughout and \(\pp_{y}u\) cannot vanish inside the layer, so the flow cannot reverse; if \(\dd p/\dd x>0\) the profile has an inflexion and reversal becomes possible. The criterion is necessary and not sufficient — how far into a rising pressure the layer can go before separating depends on its history — but its necessity already explains the observations of Section 36.5: separation occurs on the rear of a bluff body and in a diverging channel, both of them regions of rising pressure, and never on the accelerating forward face.
The drag crisis follows from the same criterion applied to a layer that has itself become turbulent. A turbulent layer carries fast-moving fluid closer to the wall, so it withstands more adverse pressure before reversing, separates further back, leaves a narrower wake and by Equation (31.51) a smaller drag. That is why roughening a sphere can reduce its resistance [Eiffel:1912], and it is Prandtl's explanation of Eiffel's measurement.
∎Instability and transition
Shear and buoyancy instabilities
Let two ideal, incompressible, immiscible fluids be in horizontal layers: fluid 1 of density \(\rho_{1}\), uniform velocity \(U_{1}\hat{\vect{x}}\) and depth \(h_{1}\) above a flat interface at \(y=0\); fluid 2 of density \(\rho_{2}\), velocity \(U_{2}\hat{\vect{x}}\) and depth \(h_{2}\) below it; gravity \(-g\hat{\vect{y}}\); interfacial tension \(\gamma\); rigid boundaries at \(y=h_{1}\) and \(y=-h_{2}\). Then a small disturbance of the interface proportional to \(\exp\left[\ii\left(kx-\omega t\right)\right]\), \(k>0\), requires
The interface is unstable at wavenumber \(k\) precisely when this quadratic has a root with \(\operatorname{Im}\omega>0\). Rests on Proposition 31.28 and Theorem 31.24.
Derives Theorem 31.74. Each layer is irrotational in the undisturbed state and remains so by Corollary 31.65, so write \(\vect{v}_{j}=U_{j}\hat{\vect{x}} +\vect{\nabla}\phi_{j}\) with \(\phi_{j}\) harmonic (Proposition 31.28) and small. Separable harmonic solutions periodic in \(x\) with wavenumber \(k\) and satisfying \(\pp_{y}\phi=0\) on the rigid boundaries are
and let the interface be \(y=\eta=HE\). Write \(s_{j}:=\ii\left(kU_{j}-\omega\right)\), so that \(\left(\pp_{t}+U_{j}\pp_{x}\right)\) acting on anything proportional to \(E\) multiplies it by \(s_{j}\).
Kinematic condition. A particle on the interface stays on it, so to first order \(\left(\pp_{t}+U_{j}\pp_{x}\right)\eta =\pp_{y}\phi_{j}\) at \(y=0\) for each fluid. This gives \(s_{1}H=-Ak\sinh\left(kh_{1}\right)\) and \(s_{2}H=Bk\sinh\left(kh_{2}\right)\), whence
Dynamic condition. The unsteady Bernoulli relation Equation (31.21) in each layer, linearized about the uniform stream, gives the pressure at the interface as \(p_{j}=-\rho_{j}\left(\pp_{t}+U_{j}\pp_{x}\right)\phi_{j} -\rho_{j}g\eta+\text{const}\), the constants being equal because the undisturbed interface is in equilibrium. The Young–Laplace relation Equation (31.18) for a surface of small slope reads \(p_{2}-p_{1}=-\gamma\,\pp_{x}^{2}\eta=\gamma k^{2}\eta\). Substituting,
and inserting the two expressions for \(\phi_{j}(0)\) together with \(s_{j}^{2}=-\left(kU_{j}-\omega\right)^{2}\) gives Equation (31.63) after multiplying through by \(-k/H\). The disturbance grows exponentially when \(\omega\) has a positive imaginary part, and since the two roots of a real quadratic are complex conjugates, instability at a given \(k\) is equivalent to the discriminant being negative.
∎For two deep layers at rest, \(U_{1}=U_{2}=0\) and \(kh_{j}\gg1\), Equation (31.63) gives
A heavy fluid resting on a light one, \(\rho_{1}>\rho_{2}\), is therefore unstable at every wavenumber below the cut-off
with growth rate \(\sqrt{\mathcal{A}gk}\) at long wavelengths, where \(\mathcal{A}=\left(\rho_{1}-\rho_{2}\right)/ \left(\rho_{1}+\rho_{2}\right)\) is the Atwood number [Rayleigh:1883]. Rests on Theorem 31.74.
Derives Corollary 31.75. Set \(U_{j}=0\) and \(\coth\left(kh_{j}\right)\longrightarrow1\) in Equation (31.63) and solve for \(\omega^{2}\), giving Equation (31.64). With \(\rho_{1}>\rho_{2}\) the bracket is negative for \(k<k_{\mathrm{c}}\), so \(\omega^{2}<0\), \(\omega\) is purely imaginary, and one root grows. Neglecting \(\gamma\) gives \(\abs{\omega}=\sqrt{\mathcal{A}gk}\). The cut-off is the physically important part: surface tension stabilizes short wavelengths, so a water surface held above air is stable in a tube narrower than \(\lambda_{\mathrm{c}}\), which for water is a few centimetres — the reason a glass of water inverted over a fine mesh does not empty.
∎For two deep layers in relative motion, the discriminant of Equation (31.63) is negative — and the interface unstable — precisely when
In particular a vortex sheet in a fluid of uniform density with neither gravity nor surface tension is unstable at every wavelength, with growth rate \(k\abs{U_{1}-U_{2}}/2\) [Helmholtz:1868] [Thomson:1871]. Rests on Theorem 31.74.
Derives Corollary 31.76. Write Equation (31.63) with \(\coth\longrightarrow1\) as a quadratic in the phase speed \(c=\omega/k\): \(\left(\rho_{1}+\rho_{2}\right)c^{2} -2\left(\rho_{1}U_{1}+\rho_{2}U_{2}\right)c +\rho_{1}U_{1}^{2}+\rho_{2}U_{2}^{2} -\gamma k-\left(\rho_{2}-\rho_{1}\right)g/k=0\). Its discriminant, divided by four, is
and the first two terms combine to \(-\rho_{1}\rho_{2}\left(U_{1}-U_{2}\right)^{2}\) identically. The discriminant is negative exactly under Equation (31.66). Setting \(\rho_{1}=\rho_{2}=\rho\) and \(g=\gamma=0\) leaves \(c=\tfrac{1}{2}\left(U_{1}+U_{2}\right) \pm\tfrac{\ii}{2}\abs{U_{1}-U_{2}}\), unstable at every \(k\) with growth rate \(k\abs{U_{1}-U_{2}}/2\), which grows without bound as \(k\longrightarrow\infty\) — the vortex sheet is an idealization whose short-wave behaviour is regularized in a real fluid by the finite thickness of the shear layer and by viscosity.
Two consequences of Equation (31.66) are worth recording because both are observed. Stable stratification does not confer immunity: with the denser fluid below, the right-hand side is positive but has a minimum over \(k\), so a large enough velocity difference destabilizes some band of wavelengths — which is how billow clouds form on a temperature inversion, and how wind raises waves on water. And with \(g\) and \(\gamma\) present the instability sets in first at a definite wavelength, so the billows appear with a selected spacing rather than at all scales at once.
∎Let an ideal fluid flow in a channel with velocity profile \(U(y)\) parallel to the walls, and consider disturbances proportional to \(\exp\left[\ii k\left(x-ct\right)\right]\) with transverse amplitude \(\varphi(y)\) vanishing at both walls. If the flow is unstable — \(\operatorname{Im}c\neq0\) — then \(U''(y)\) must vanish somewhere strictly inside the channel: a necessary condition for instability of an inviscid parallel shear flow is that its velocity profile possess an inflexion point [Rayleigh:1880]. Rests on Theorems 31.22 and 31.58.
Derives Theorem 31.77. Linearizing Equation (31.19) about the parallel flow and eliminating the pressure gives Rayleigh's equation,
Suppose \(\operatorname{Im}c\neq0\). Then \(U-c\) never vanishes and the equation may be divided by it. Multiply by the complex conjugate \(\varphi^{\ast}\) and integrate across the channel, integrating the first term by parts and using the boundary conditions:
The first integral is real. Taking the imaginary part of the second, with \(c=c_{\mathrm{r}}+\ii c_{\mathrm{i}}\) and \(1/(U-c)=\left(U-c_{\mathrm{r}}+\ii c_{\mathrm{i}}\right)/ \abs{U-c}^{2}\), leaves
Since \(c_{\mathrm{i}}\neq0\) by hypothesis and the remaining weight \(\abs{\varphi}^{2}/\abs{U-c}^{2}\) is non-negative and not identically zero, \(U''\) must change sign, hence vanish, somewhere in the interval.
The criterion is necessary and not sufficient, and it is worth seeing what it does and does not settle. A free shear layer or a jet has an inflexion point and is violently unstable, which is Corollary 31.76 in a smoothed form. The parabolic pipe and channel profiles of Equation (31.36) have none, so they are stable in the inviscid theory — and they are observed to break down anyway (Phenomenon 31.53), which is the first hint that the pipe transition is not a linear instability at all.
∎Rayleigh–Bénard convection and Taylor–Couette flow
A horizontal fluid layer of depth \(d\) heated from below transports heat by conduction alone, at rest, until the imposed temperature difference exceeds a threshold; above it a steady cellular circulation appears whose horizontal periodicity is a fixed multiple of \(d\), independent of the lateral size of the vessel [Benard:1900]. The control parameter is the Rayleigh number Equation (31.48), and for a layer between stress-free perfectly conducting boundaries Rayleigh's linearized calculation [Rayleigh:1916] gives
with no adjustable parameter whatever; for two rigid boundaries, the commoner laboratory case, the same calculation gives \(\mathrm{Ra}_{\mathrm{c}}\approx1708\) [Chandrasekhar:1961]. Both threshold and scale are observed. Rests on Definition 31.51 and Theorem 31.37.
Derivation. Derives Phenomenon 31.78. The reduction of the linearized Boussinesq system to the marginal relation \(\mathrm{Ra}(a)=\left(\pi^{2}+a^{2}\right)^{3}/a^{2}\) between Rayleigh number and dimensionless horizontal wavenumber, and the minimization of that curve which yields Equation (31.68), are carried out in Section 36.4, where they are set beside the measurement. The point to be taken here is the contrast with Phenomenon 31.53: the same programme — linearize about the base state, seek normal modes, find the parameter value at which the growth rate first reaches zero — delivers a threshold and a length scale in this problem and delivers nothing in the pipe. The failure there is therefore a property of that particular flow, not of the method, and Theorem 31.77 says why: the parabolic profile has no inflexion point, so its instability, if it is one, cannot be of the kind linear theory finds.
∎Two qualifications belong with Phenomenon 31.78. The first is that Bénard's thin layers had a free upper surface, where the temperature dependence of the surface tension drives a competing instability with its own threshold; the cells he photographed are now attributed largely to that mechanism rather than to buoyancy, so the name is attached to the wrong experiment and the buoyancy instability is properly tested between two plates (Section 36.4). The second is that the calculation predicts only the onset — not the hexagonal plan form, not the amplitude, and nothing about the sequence of further instabilities that follows as the heating is raised, which is the experimental material of Nonlinear Dynamics and Chaos.
The analogous problem for the circular Couette flow of Equation (31.34) is Taylor's, and it deserves its priority: rotating the inner cylinder fast enough destabilizes the flow into a stack of toroidal vortices at a critical value of a Taylor number built from the gap, the angular velocity and \(\nu\), and Taylor's 1923 comparison of the computed threshold with his measurements was the first quantitative agreement between a hydrodynamic stability calculation and an experiment [Taylor:1923]. The underlying criterion — that the flow is unstable when the angular momentum \(rv_{\varphi}\) decreases outward — is Rayleigh's, and is proved as Proposition 31.80 below; it is stated with its viscous corrections in [Chandrasekhar:1961], and it is not in the convection paper [Rayleigh:1916] cited above, which is a different problem. Rests on Phenomenon 31.78 and Proposition 31.40.
Let an ideal fluid rotate steadily about an axis with azimuthal velocity \(v_{\varphi}(r)\), and write \(L(r):=rv_{\varphi}(r)\) for its angular momentum per unit mass. The motion is unstable to axisymmetric disturbances if the Rayleigh discriminant
is negative anywhere, that is wherever the magnitude of the angular momentum decreases outward. For the circular Couette solution Equation (31.34), \(L=Ar^{2}+B\) and \(\Phi=4Av_{\varphi}/r\); so a fluid driven by the inner cylinder with the outer one held at rest, for which \(A<0\) while \(v_{\varphi}>0\) everywhere except at the outer wall, is unstable at every rotation rate however small. Rests on Proposition 31.40 and Theorem 31.22.
Derives Proposition 31.80. Take two thin coaxial rings of equal volume, and hence in an incompressible fluid of equal mass \(m\), at radii \(r_{1}<r_{2}\), carrying angular momenta per unit mass \(L_{1}\) and \(L_{2}\). Interchange them and leave the rest of the fluid undisturbed. In an ideal axisymmetric motion nothing exerts a torque about the axis on a ring — viscous stresses are absent by hypothesis and the pressure force on a ring is directed through the axis — so each ring carries its own \(L\) to its new radius. The two rings have equal volume, so the ambient pressure field does no net work on the pair. The kinetic energy of the azimuthal motion of a ring is \(\tfrac{1}{2}mv_{\varphi}^{2}=\tfrac{1}{2}mL^{2}/r^{2}\), so the interchange costs
The second bracket is positive because \(r_{1}<r_{2}\). So the interchange must be paid for from outside exactly when \(L^{2}\) increases outward, and it releases kinetic energy — and will therefore proceed of itself, which is instability — exactly when \(L^{2}\) decreases outward. Applied to neighbouring radii this is the sign of \(\dd L^{2}/\dd r\), and dividing by the positive \(r^{3}\) to make a quantity with the dimensions of the square of a frequency gives Equation (31.69).
For Equation (31.34), \(L=r\left(Ar+B/r\right)=Ar^{2}+B\), so \(\dd L^{2}/\dd r=2L\cdot2Ar=4Ar^{2}v_{\varphi}\) and \(\Phi=4Av_{\varphi}/r\). With the outer cylinder at rest, \(A=-\Omega_{1}R_{1}^{2}/\left(R_{2}^{2}-R_{1}^{2}\right)<0\) while \(v_{\varphi}\) falls from \(\Omega_{1}R_{1}\) to zero across the gap, so \(\Phi<0\) throughout the interior of the gap and the inviscid flow is unstable for any \(\Omega_{1}>0\). Rotating the outer cylinder instead, with the inner one at rest, gives \(A>0\) and \(\Phi>0\): that flow is stable to axisymmetric disturbances at every speed. That asymmetry between driving from inside and driving from outside is what the experiment shows, and it is why Couette's viscometer turns the outer cylinder and measures the torque on the inner one [Couette:1890].
∎Proposition 31.80 predicts instability at every rotation rate; the experiment shows a definite threshold, the laminar solution surviving until the inner cylinder is turned fast enough and only then breaking into the stack of toroidal vortices Taylor photographed [Taylor:1923]. The difference is viscosity, which the criterion discards and which both damps the disturbance and diffuses the angular momentum gradient that drives it. Restoring it turns the question into an eigenvalue problem: linearize Equation (31.32) about Equation (31.34) for axisymmetric disturbances proportional to \(\ee^{\ii kz+st}\) and find the rotation rate at which the largest \(s\) first reaches zero. In the narrow-gap limit \(d:=R_{2}-R_{1}\ll R_{1}\) the resulting sixth-order system has the same form as the linearized Boussinesq system behind Phenomenon 31.78, with a Taylor number built from \(d\), the angular velocity and \(\nu\) standing in for the Rayleigh number; its critical value and the axial wavelength of the first vortices — about twice the gap width, so that each vortex is square in section — are computed and tabulated in [Chandrasekhar:1961]. Taylor obtained both and measured both, and the agreement was the first quantitative confirmation of a hydrodynamic stability calculation [Taylor:1923]. Two things should be carried away. The threshold is a property of the viscous eigenvalue problem and not of the inviscid criterion, which is why no rearrangement of Equation (31.69) will produce it. And it is a computed number rather than a closed formula, which is why this chapter quotes it from the monograph instead of deriving it. Rests on Proposition 31.80 and Phenomenon 31.78.
Turbulence
This section is different in kind from those before it, and the difference is stated at the outset rather than left to be inferred. What follows is not a theory of turbulence. It is an averaging procedure that reorganizes Equation (31.32) without closing it, a picture of energy transfer that is suggestive rather than deductive, and a similarity hypothesis that is assumed and then tested. All of it rests on equations whose well-posedness is open (Remark 31.48). The measured regularities are real and are reported; the derivations are labelled by exactly what they assume.
The Reynolds decomposition and the closure problem
Split each field into a mean and a fluctuation, \(\vect{v}=\vect{V}+\vect{v}'\) and \(p=P+p'\), with \(\avg{\vect{v}'}=\vect{0}\) and the averaging operation linear and commuting with differentiation. Then the mean flow of an incompressible Newtonian fluid obeys
with \(E_{ij}\) the rate of strain of the mean field. The extra term \(-\rho\avg{v_{i}'v_{j}'}\), the Reynolds stress, is a new unknown [Reynolds:1895]. Rests on Theorem 31.37.
Derives Theorem 31.82. Average Equation (31.32) written in conservation form, \(\rho\pp_{t}v_{i}+\rho\pp_{j}\left(v_{i}v_{j}\right) =-\pp_{i}p+\mu\nabla^{2}v_{i}+\rho g_{i}\), which is equivalent to it by Equation (31.11). Every term is linear in the fields except the advective one, and for that
the cross terms vanishing because \(\avg{v'}=0\) and \(V\) is already an average. Moving the correlation to the right-hand side and using the averaged continuity equation gives Equation (31.70). Nothing has been approximated: Equation (31.70) is exact.
∎Equation (31.70) is four equations for four mean unknowns \(\left(\vect{V},P\right)\) plus the six independent components of \(\avg{v_{i}'v_{j}'}\): ten unknowns, four equations. Deriving an evolution equation for the Reynolds stress from Equation (31.32) is straightforward and produces terms in \(\avg{v_{i}'v_{j}'v_{k}'}\); an equation for those produces quadruple correlations, and so on without end. The hierarchy never closes, at any order, and the reason is structural: the nonlinearity of Equation (31.32) is quadratic, so averaging always leaves one more moment than it determines. This is not a temporary gap in knowledge that a cleverer manipulation will fill.
Every practical calculation of a turbulent flow therefore closes the hierarchy by hypothesis. The oldest such hypothesis writes \(-\rho\avg{v_{i}'v_{j}'}=2\rho\nu_{\mathrm{T}}E_{ij}\) in imitation of Equation (31.30), defining an eddy viscosity \(\nu_{\mathrm{T}}\). The imitation is formal only. A molecular viscosity is a property of the fluid, measured once and valid in every flow, because the mean free path is small against the gradients (Definition 31.2); an eddy viscosity is a property of the flow, differs from point to point, and is defined by eddies whose size is comparable to the gradients they are supposed to smooth out — the very condition under which the analogy fails. Eddy viscosities and their descendants are engineering correlations fitted to data. They are useful, they are not mechanics, and this treatise does not present them as derived. Rests on Theorem 31.82.
The energy cascade and Kolmogorov's 1941 theory
Richardson's picture organizes what the closure problem leaves unstructured [Richardson:1922]: energy is fed in at the scale of the geometry that stirs the flow, passed by the nonlinear term to successively smaller eddies with negligible loss, and dissipated by viscosity only at the smallest scales. The picture is consistent with Equation (31.32) — the vortex-stretching term of Equation (31.52) is the mechanism, and its absence in flows independent of one direction is why those flows cascade the other way — but it is not derived from it.
In turbulence at high Reynolds number the energy spectrum measured over the intermediate range of scales — small against the geometry that stirs the flow, large against the scale at which viscosity acts — is a power law of exponent \(-5/3\),
in which \(\varepsilon\) is the mean rate of energy dissipation per unit mass, in \(\mathrm{W}/\mathrm{kg}\), and \(C\) is a constant of order unity that does not depend on the flow producing the turbulence. The form was predicted from similarity hypotheses [Kolmogorov:1941] [Obukhov:1941] and confirmed over a wide range of wavenumbers by the measurements of Grant, Stewart and Moilliet in a tidal channel [Grant:1962], whose Reynolds number no laboratory could then reach. Rests on Theorems 31.58 and D.2.
Derivation. Derives Phenomenon 31.84. The derivation is dimensional, and rests on two hypotheses that are themselves not derived from the Navier–Stokes equations but assumed and then tested: that at scales far below the stirring scale the statistics are locally isotropic and independent of how the turbulence was made, and that in the intermediate range they are independent of the viscosity as well, depending only on the rate \(\varepsilon\) at which energy is passed down the scales [Kolmogorov:1941]. Granted these, \(E(k)\) can depend only on \(\varepsilon\) and \(k\). In the base dimensions of length \(\mathsf{L}\) and time \(\mathsf{T}\), the spectrum is an energy per unit mass per unit wavenumber and so carries \([\,E\,]=\mathsf{L}^{3}\mathsf{T}^{-2}\), while \(\varepsilon\) is an energy per unit mass per unit time, \([\,\varepsilon\,]=\mathsf{L}^{2}\mathsf{T}^{-3}\), and \([\,k\,]=\mathsf{L}^{-1}\). Setting \(E=C\varepsilon^{a}k^{b}\) and matching both dimensions,
so \(a=2/3\) and \(b=-5/3\), which is Equation (31.71); the exponents are fixed uniquely by Theorem D.2 and the only freedom left is the dimensionless \(C\). The same argument locates the lower end of the range: the only length that can be built from \(\varepsilon\) and the kinematic viscosity \(\nu\) is \(\eta=(\nu^{3}/\varepsilon)^{1/4}\), below which the second hypothesis must fail because viscosity is precisely what acts there. What the argument does not give is any justification of the hypotheses, and measurement has since found small but systematic departures from \(-5/3\) at high order — the intermittency corrections — so Equation (31.71) is a leading approximation confirmed to within those, not an identity [Grant:1962].
∎The only combinations of \(\varepsilon\) and \(\nu\) with the dimensions of length, velocity and time are
and the Reynolds number formed from them is exactly unity, which is what identifies \(\eta\) as the scale at which the cascade stops. If the energy is supplied at scale \(L\) with velocity \(U\) and \(\varepsilon\sim U^{3}/L\), then
Rests on Phenomenon 31.84 and Theorem D.2.
Derives Proposition 31.85. The dimensions are \([\,\nu\,]=\mathsf{L}^{2}\mathsf{T}^{-1}\) and \([\,\varepsilon\,]=\mathsf{L}^{2}\mathsf{T}^{-3}\), and eliminating \(\mathsf{T}\) between them gives Equation (31.72) uniquely (Theorem D.2). Then \(u_{\eta}\eta/\nu=\left(\nu\varepsilon\right)^{1/4} \left(\nu^{3}/\varepsilon\right)^{1/4}/\nu=1\). With \(\varepsilon\sim U^{3}/L\) — the statement that the energy \(U^{2}\) is passed down in the eddy turnover time \(L/U\), which is the cascade hypothesis and not a theorem — \(L/\eta=L\left(\varepsilon/\nu^{3}\right)^{1/4} \sim\left(UL/\nu\right)^{3/4}\), and the number of independent degrees of freedom needed to represent the field is the number of boxes of side \(\eta\) in the volume.
The last estimate is the practical face of the closure problem. At \(\mathrm{Re}=10^{6}\), a modest laboratory value, Equation (31.73) demands of order \(10^{13}\) degrees of freedom per stirring volume for a computation resolving every scale. For concreteness, in the atmospheric surface layer \(\varepsilon\approx10^{-2}\,\mathrm{W}/\mathrm{kg}\) and, with air from Table 31.1, Equation (31.72) gives \(\eta\approx0.8\,\mathrm{mm}\) — so the smallest structures in a kilometre-deep flow are under a millimetre across, a scale separation of six decades.
∎The dimensional argument above assumes and does not prove. There is exactly one nontrivial statement about turbulence that is derived from Equation (31.32): for homogeneous isotropic turbulence in a statistically steady state, the third moment of the longitudinal velocity increment across a separation \(r\) in the inertial range obeys
with no adjustable constant [Kolmogorov:1941]. It follows from the Karman–Howarth relation, itself an exact consequence of the equations under the stated symmetry assumptions, in the limit of vanishing viscosity. Its negative sign is the direction of the cascade made quantitative — energy flows from large scales to small — and it is the one place where the phenomenology touches the equations.
Two attributions should be read correctly. The similarity hypotheses and Equation (31.74) are Kolmogorov's [Kolmogorov:1941]; the spectral form Equation (31.71) in wavenumber is Obukhov's [Obukhov:1941], published the same year, and both are customarily filed together under the label “K41”. And the constant \(C\) in Equation (31.71) is not predicted by any of this: it is measured, close to \(1.5\) in the three-dimensional normalization used here, and a reader comparing that figure with the literature must first check which of several spectral conventions is in force, since the one-dimensional constant is smaller by a factor of order three. Rests on Phenomenon 31.84.
Full derivation in Appendix A.
Derives Equation (31.74).
Set against the rest of this chapter the position is unusual and should not be softened. The equations are believed correct and are confirmed wherever they can be solved; they are not known to possess smooth solutions; the transition to the turbulent state is not predicted (Phenomenon 31.53); the averaged equations do not close (Remark 31.83); and the statistical description that organizes the measurements is an assumption that measurement has confirmed to leading order and falsified in its details, the intermittency corrections being real. Experiment: Fluid Flow and Turbulence sets out the specific measured regularities that any future theory will be asked to reproduce before it is asked to predict anything new. Rests on Remarks 31.48 and 31.83.
Compressible flow
Sound
Small pressure disturbances propagate through a gas without change of form and without dispersion, at a speed that depends on the state of the gas but not on the amplitude or the frequency of the disturbance. The measured speed in air exceeds by about one part in six the value \(\sqrt{p/\rho}\) that Newton obtained by treating the compressions as isothermal [Newton:1687], and agrees instead with the adiabatic compressibility [Laplace:1816]:
\(\gamma\) being the ratio of the specific heats, close to \(7/5\) for a diatomic gas. The ratio of the two predictions is \(\sqrt{\gamma}\), about \(1.18\) — which is the discrepancy observed. Rests on Theorems 31.12 and 31.22.
Derivation. Derives Phenomenon 31.88. Write \(\rho=\rho_{0}+\rho'\), \(p=p_{0}+p'\) with the primed quantities and the velocity small, and keep first-order terms in the continuity and Euler equations of a fluid at rest:
Take \(\pp_{t}\) of the first and the divergence of the second and subtract: \(\pp_{t}^{2}\rho'=\nabla^{2}p'\). If the disturbance follows some definite thermodynamic path, \(p'=(\dd p/\dd\rho)\rho'\) along it, and the result is the wave equation \(\pp_{t}^{2}\rho'=c^{2}\nabla^{2}\rho'\) with \(c^{2}=\dd p/\dd\rho\) — non-dispersive, as observed, because \(c\) carries no reference to the wavelength.
Which path? Newton took the compressions to be isothermal, giving \(p\propto\rho\) and \(c^{2}=p/\rho\) [Newton:1687]. The justification fails on comparison of two times: heat must diffuse between a compression and the adjacent rarefaction, half a wavelength away, within half a period, and for air at audible frequencies the thermal diffusion length in that time is smaller than the wavelength by orders of magnitude. The compressions are therefore adiabatic, not isothermal. For an ideal gas the adiabat is \(p\propto\rho^{\gamma}\), whence \((\pp p/\pp\rho)_{s}=\gamma p/\rho\) and Equation (31.75) [Laplace:1816]. Numerically, for air at \(20\,\mathrm{^\circ\mathrm{C}}\) treated as an ideal gas with specific gas constant \(287\,\mathrm{J}/\mathrm{kg}/\mathrm{K}\) and \(\gamma=7/5\), Equation (31.75) gives \(c=343\,\mathrm{m}/\mathrm{s}\) against Newton's \(290\,\mathrm{m}/\mathrm{s}\), and the measured value [Batchelor:1967] is the former. The two answers differ by the factor \(\sqrt{\gamma}=\sqrt{7/5}\approx1.18\) for a diatomic gas, and the measured speed in air selects the adiabatic one. The episode is a clean instance of the pattern this treatise follows throughout: a derivation whose logic is sound fails numerically, and the failure localizes the one assumption — here the thermodynamic path — that has to be replaced.
∎Equation (31.75) supplies the speed against which Equation (31.45) compares the flow, and the comparison partitions the subject. For \(\mathrm{Ma}\ll1\) the density is effectively constant (Remark 31.14) and the rest of this chapter applies. For \(\mathrm{Ma}<1\) but not small, the flow is compressible but disturbances still travel upstream, so the fluid ahead of a body is forewarned of its approach. For \(\mathrm{Ma}>1\) they cannot: no signal outruns the body, the region it influences is confined to a cone behind it, and the transition between influenced and uninfluenced fluid is the discontinuity of Section 31.10.2. The wave machinery underlying all of this is that of Oscillations and Mechanical Waves. Rests on Phenomenon 31.88 and Definition 31.51.
Shock waves
The linearization of Phenomenon 31.88 discards precisely the term responsible for the phenomenon of this subsection. In a one-dimensional simple wave the disturbance at each point travels at \(u+c\) rather than at \(c\), and both contributions rise with the local compression: the fluid there is moving forward, and its higher density raises its sound speed. The crest of a compression therefore overtakes the trough ahead of it. Following the characteristics (Proposition 10.15), which for this system are the curves \(\dd x/\dd t=u\pm c\), they cross after a finite time, at which point the smooth solution would become multivalued — an impossibility. What actually forms is a surface across which the fields jump, of thickness a few molecular mean free paths, so thin that the continuum description of Definition 31.2 fails inside it and must be replaced by matching conditions across it. Rests on Phenomenon 31.88 and Proposition 10.15.
Let a plane discontinuity be at rest and let the fluid cross it with normal velocity \(u_{1}\) ahead and \(u_{2}\) behind. Then conservation of mass, momentum and energy require
with \(h\) the specific enthalpy [Rankine:1870] [Hugoniot:1889]. These three relations, with the equation of state, determine the state behind the shock from the state ahead of it and the shock speed, with no reference whatever to the mechanism operating inside the discontinuity. Rests on Theorems 31.12 and 31.22.
Derives Theorem 31.91. Work in the frame in which the discontinuity is stationary and the flow is steady and one-dimensional. Each of mass, momentum and energy obeys a conservation law of the form \(\pp_{t}q+\pp_{x}F=0\), which in the steady state reduces to \(\dd F/\dd x=0\): the flux is the same on both sides however violently \(q\) varies between them. Integrating each across a pillbox straddling the surface and shrinking its thickness to zero, only the flux difference survives, and the three fluxes are \(\rho u\), \(p+\rho u^{2}\) and \(\rho u\left(h+\tfrac{1}{2}u^{2}\right)\) — the last dividing through by the mass flux, which is common to both sides by the first relation. That gives Equation (31.76). The viscous and conducting terms of Equation (31.31) contribute nothing to the integrated balance because they are gradients of quantities that are equal on the two sides, where the flow is uniform; that is why the result is independent of \(\mu\), \(\zeta\) and the thermal conductivity, although those are exactly what determine the shock's internal structure and thickness.
∎Equation (31.76) is symmetric under interchange of the two sides and therefore admits, formally, both compression and rarefaction discontinuities. Only one of them occurs. Computing the entropy from the jump conditions shows that \(s_{2}>s_{1}\) for a compression and \(s_{2}<s_{1}\) for a rarefaction, so the second law excludes the latter: shocks compress, and a rarefaction spreads out smoothly instead of steepening — consistently with Remark 31.90, in which it is the compressive part of the wave whose characteristics converge. For a strong shock in a polytropic gas the density ratio saturates at \(\rho_{2}/\rho_{1}\longrightarrow\left(\gamma+1\right)/ \left(\gamma-1\right)\), which is \(6\) for \(\gamma=7/5\): however hard a gas is hit, a single normal shock cannot compress it by more than a factor of six, while the temperature behind it grows without bound. Rests on Theorem 31.91.
A body moving through a gas faster than the sound speed is followed by a conical shock surface whose half-angle \(\mu\) satisfies
so that measuring the angle measures the speed. Mach and Salcher photographed the cone around a supersonic projectile by spark-illuminated schlieren imaging, the first direct observation of a shock in flight [Mach:1887]. Rests on Remark 31.89 and Theorem 31.91.
Derivation. Derives Phenomenon 31.93. Each point of the trajectory emits a disturbance that spreads as a sphere of radius \(ct\) about the point of emission, while the body advances \(Ut\). For \(U>c\) the spheres are contained within the envelope that touches all of them, a cone whose apex is the body and whose half-angle satisfies \(\sin\mu=ct/Ut\), which is Equation (31.77). For \(U<c\) no envelope exists and the disturbance eventually fills the whole space, which is Remark 31.89 restated geometrically. The cone is the locus at which the fluid first learns of the body, so it is where the state jumps, and Theorem 31.91 applies to the component of the velocity normal to it. For a body of finite thickness the attached cone becomes a detached bow shock at speeds close to the sound speed, which is what the photographs of [Mach:1887] also show.
∎Surface waves and solitary waves
Small-amplitude waves on the free surface of a layer of ideal incompressible liquid of depth \(h\), density \(\rho\) and surface tension \(\gamma\), over a flat rigid bottom, satisfy
Rests on Theorem 31.74.
Derives Theorem 31.94. This is Equation (31.63) with the upper fluid removed, \(\rho_{1}=0\) and \(U_{1}=U_{2}=0\), the lower fluid identified as the liquid, \(\rho_{2}=\rho\) and \(h_{2}=h\): \(\rho\coth\left(kh\right)\omega^{2} =k\left(\rho g+\gamma k^{2}\right)\), which rearranges to Equation (31.78). Setting \(\gamma=0\) recovers the classical gravity-wave relation of [Lamb:1932]. The hypotheses inherited from Theorem 31.74 are worth restating because each is visible in the failures of the formula: ideal fluid, so no attenuation is predicted although real waves damp; irrotational motion, so no mean drift; and small amplitude, so no steepening or breaking.
∎Waves on deep water are dispersive: long waves travel faster than short ones, so a disturbance spreads into a train with the longest waves at the front, and the energy of the train travels at half the speed of its crests. In shallow water the dispersion disappears and all long waves travel at \(\sqrt{gh}\), which is why a tsunami keeps its shape across an ocean. Between the two regimes, surface tension takes over at short wavelengths and the phase speed passes through a minimum: for a clean water surface
below which the ripples are governed by capillarity and above which by gravity. A steadily moving disturbance slower than \(c_{\min}\) therefore generates no waves at all, which is why a slowly drawn wire leaves a still surface. Rests on Theorem 31.94.
Derivation. Derives Phenomenon 31.95. From Equation (31.78) the phase speed is \(c=\omega/k=\sqrt{\left(g/k+\gamma k/\rho\right)\tanh\left(kh\right)}\). For \(kh\gg1\), \(\tanh\longrightarrow1\); with \(\gamma\) negligible, \(c=\sqrt{g/k}\), which decreases with \(k\) — long waves are faster — and the group velocity is
For \(kh\ll1\), \(\tanh\left(kh\right)\approx kh\) and \(\omega^{2}\approx gh\,k^{2}\), so \(c=c_{\mathrm{g}}=\sqrt{gh}\) independent of \(k\): no dispersion, and the shallow-water speed. For the minimum, the deep-water phase speed \(c^{2}=g/k+\gamma k/\rho\) is a sum of a decreasing and an increasing term, minimized where their derivatives cancel, \(-g/k^{2}+\gamma/\rho=0\), i.e. at \(k_{\min}=\sqrt{\rho g/\gamma}\), giving \(c_{\min}^{2}=2\sqrt{g\gamma/\rho}\) and hence Equation (31.79). With \(\gamma=7.3\times 10^{-2}\,\mathrm{N}/\mathrm{m}\) and \(\rho=998\,\mathrm{kg}/\mathrm{m}^{3}\) these evaluate to \(0.23\,\mathrm{m}/\mathrm{s}\) and \(1.7\,\mathrm{cm}\), both directly observable on a still pond. The factor of one half between energy and crest speed is likewise observable: a group of deep-water waves advances with individual crests appearing at its rear, travelling through it and vanishing at its front. The same factor fixes the half-angle of a ship's wake at \(\arcsin\left(1/3\right) \approx19.5^\circ\), independent of the speed of the ship, which is the most easily checked prediction in this section.
∎A single elevation of the free surface of a shallow channel can travel a great distance without change of form and without a train of following waves, at a speed exceeding \(\sqrt{gh}\) by an amount fixed by its height. Russell observed such a wave on the Union Canal in 1834, followed it on horseback for over a mile, and reproduced it in a wave tank, where he measured
for a wave of amplitude \(a\) on water of depth \(h\) [Russell:1845]. The observation was disputed for half a century because linear theory (Theorem 31.94) forbids it: every disturbance should disperse. It is reconciled by the Korteweg–de Vries equation, in which the weak nonlinearity that steepens the wave exactly balances the weak dispersion that spreads it [Korteweg:1895]. Rests on Theorem 31.94.
Derivation. Derives Phenomenon 31.96. Long waves of small but finite amplitude on shallow water obey, to leading order in both small parameters \(a/h\) and \(\left(h/\ell\right)^{2}\) with \(\ell\) the length of the disturbance, the Korteweg–de Vries equation [Korteweg:1895]
whose two non-trivial terms are exactly the two effects named above: the amplitude-dependent speed \(c_{0}\left(1+3\eta/2h\right)\), which steepens the front, and the third derivative, which is the first correction to \(\omega=c_{0}k\) obtained by expanding \(\tanh\left(kh\right)\) in Equation (31.78). Seek a solution travelling without change of form, \(\eta=\eta(x-ct)\). Substituting and integrating twice, with \(\eta\) and its derivatives vanishing at infinity, gives a first-order equation whose solution is
Two of the three relations are testable and both were tested by Russell. The speed agrees with Equation (31.80) to first order, since \(\sqrt{g\left(h+a\right)}=c_{0}\sqrt{1+a/h} \approx c_{0}\left(1+a/2h\right)\), and the expansion is consistent only for \(a\ll h\), which is Russell's regime. And the width is inversely related to the amplitude, \(\ell\propto a^{-1/2}\): a taller solitary wave is narrower and faster, which is the counter-intuitive prediction, and it is what the wave-tank measurements show. The derivation of Equation (31.81) itself from the free-surface equations is longer than a page and is left to the appendix; the modern reading of Equation (31.82) as a soliton, with the collision properties that follow, belongs to Nonlinear Dynamics and Chaos.
∎Full derivation in Appendix A.
Derives Equation (31.81).