Rarefied Gas over a Flat Airfoil

Closed-form kinetic-theory solution for the unsteady hydrodynamic field around a flat airfoil in free-molecular (rarefied) flow — density, velocity and stress from the collisionless Boltzmann equation, plus a lift force that peaks at 45° angle of attack. Undergraduate research at the Technion.

[research] paper (pdf)

My second undergraduate research project (Technion, supervised by Prof. Avshalom Manela) works out, in closed form, the flow of a rarefied gas over a thin flat airfoil — the regime of very low pressure or very small scales, relevant to high-altitude flight, spacecraft, and MEMS devices, where the classical continuum equations no longer hold.

The problem

At ordinary densities a gas molecule collides constantly with its neighbours, and the flow behaves like a continuum governed by Navier–Stokes. As the gas is rarefied — thinned out, or confined to a micro-scale — the mean free path λ\lambda between collisions grows until it is comparable to the airfoil itself. The relevant measure is the Knudsen number

Kn=ωλUth,Kn = \frac{\omega^{*}\lambda^{*}}{\mathcal{U}_{\mathrm{th}}^{*}},

and this study lives in the ballistic limit Kn1Kn \gg 1, where molecules essentially never collide with one another between visits to the airfoil. The gas is described by the distribution function f(t,x,y,ξ)f(t,x,y,\boldsymbol\xi) — the density of molecules with velocity ξ\boldsymbol\xi near (x,y)(x,y) — linearized about a Maxwellian FF as f=F[1+ϕ]f = F\,[1+\phi]. Dropping the collision integral from the Boltzmann equation leaves a pure advection equation for the perturbation,

ϕt+ξxϕx+ξyϕy=0.\frac{\partial \phi}{\partial t} + \xi_x\frac{\partial \phi}{\partial x} + \xi_y\frac{\partial \phi}{\partial y} = 0.

A unit-chord plate sits on the xx-axis from x=0x=0 to x=1x=1. It is fully diffuse: molecules that strike it are re-emitted with a Maxwellian set by the airfoil’s own temperature Taf(t)T_{\mathrm{af}}(t) and normal velocity Vaf(t)V_{\mathrm{af}}(t), both allowed to oscillate in time. An impermeability condition — no net flux through the plate — fixes the density of that re-emitted stream, ρaf\rho_{\mathrm{af}}.

How it works

Because molecules fly in straight lines between wall visits, the state of the gas at a point is just an accounting of who is passing through. Every molecular trajectory carries information either straight from the far field or from its last bounce off the plate, so every hydrodynamic field splits into a free part (molecules straight from infinity, carrying only the freestream) and a hitted part (molecules reflected off the plate, carrying the plate’s state). Density, the velocity components, and the full stress tensor Pxx,Pyy,PzzP_{xx},P_{yy},P_{zz} all come from the same recipe — moments ξfdξ\int \boldsymbol\xi\,f\,d\boldsymbol\xi and cicjfdξ\int c_i c_j\,f\,d\boldsymbol\xi of the distribution — and the static pressure is P=23(Pxx+Pyy+Pzz)P = \tfrac{2}{3}(P_{xx}+P_{yy}+P_{zz}). Each field reduces to a one-dimensional integral over ξy\xi_y, which is all the simulations below actually do: they evaluate these quadratures on a grid, in your browser, and render the result as a monochrome heatmap (compression dark, rarefaction light).

The steady state

Start with nothing changing in time: a steady freestream at speed UU_\infty and angle of attack α\alpha (the plate stays on the axis; the oncoming flow tilts, so Ux=UcosαU_x = U_\infty\cos\alpha, Uy=UsinαU_y = U_\infty\sin\alpha), with the plate at rest at the ambient temperature. Every reflected molecule then reports the same plate state, and the accounting closes in closed form. Evaluating the wall stresses in the limit y0±y\to 0^{\pm} gives the normal and tangential forces, and hence the lift and drag. The lift works out to

L=Ux2Ux2+Uy2(erfUy+Uyπ),L = \frac{U_x}{2\sqrt{U_x^2+U_y^2}}\left(\mathrm{erf}\,U_y + U_y\sqrt{\pi}\right),

and maximizing over incidence gives the striking result that, in this free-molecular regime, the lift peaks near

α=π4=45,\alpha = \frac{\pi}{4} = 45^{\circ},

because here “lift” is produced by asymmetric molecular reflection, not by a bound circulation that stalls. The efficiency peaks earlier: the drag keeps climbing past 45° while the lift has already turned over, so the lift-to-drag ratio is best a good deal sooner, around 25° — still far higher than the few-degree optimum of a classical thin airfoil. Sweep the angle of attack below and watch the density field reorganize while the inset traces LL, DD and L/DL/D.

angle of attack ↕ · freestream speed ↔
density · pressure · L/D, one knob

Density (ρ/ρ∞ − 1) and static pressure (P/P∞ − 1) around a flat plate (black) in a steady rarefied stream, plus the lift L, drag D and their ratio versus angle of attack (L/D rescaled to its own height so its shape reads at any speed). Drag the XY pad to set the freestream vector — the plate stays on the axis, the flow tilts — and all four panels update together. Higher pressure builds on the windward face and suction on the leeward face; the lift peaks near 45°, while the lift-to-drag ratio peaks earlier, around 25°. Compression is dark, rarefaction light. Faint flow lines trace the velocity field.

The retarded time

Now let the plate itself change — heat it, cool it, shake it — and a new ingredient appears. A molecule arriving at height yy with vertical velocity ξy\xi_y spent y/ξyy/\xi_y in flight since its last bounce, so it last touched the airfoil at the retarded time

t~=tyξy,\tilde{t} = t - \frac{y}{\xi_y},

and it reports the plate’s temperature and motion as they were in the past. Slow molecules carry old news, fast ones carry fresh news, and a single point in the gas hears all of them at once.

The picture below shows only this timing — no flow field yet. The plate’s temperature oscillates, and its shade follows it (hot dark, cool light). Drag the probe point QQ through the gas: the shaded fan marks the directions of plate-reflected molecules that can reach it, and the numbered rays follow three of them, leaving different stations on the plate at the thermal speed. The timeline underneath marks the past moment each one left the plate: for a molecule at the thermal speed the delay y/ξyy/\xi_y is simply its flight distance, so the station farthest from QQ delivers the oldest news, and dragging QQ away from the plate pushes all three markers deeper into the past.

Drag the probe point Q through the gas (hold the mouse button). The plate's shade follows its oscillating temperature (hot dark, cool light); it reflects molecules toward Q from the whole shaded fan, and the numbered rays follow three of them, leaving different stations on the plate at the thermal speed. The timeline below is the plate temperature T_af over time: the numbered dots mark the past moment each molecule left the plate — the farther the station, the older the news — so Q samples the plate's PAST. Drag Q away and the delays grow. No hydrodynamic field is drawn here — only the timing.

The unsteady state

To get from this bookkeeping to hydrodynamics, sum the delayed messages over all molecular velocities: the hitted part of every field becomes an integral over the plate’s past. For the density,

ρ(t,x,y)=1+12π ⁣ ⁣e(ξyUy)2 ⁣[erf ⁣(x1yξyUx)erf ⁣(xyξyUx)]dξyfree+12π ⁣ ⁣ρaf(t~)Taf(t~)e(ξyVaf(t~))2Taf(t~) ⁣[erf ⁣(xξyyTaf)erf ⁣((x1)ξyyTaf)]dξyhitted.\begin{aligned} \rho(t,x,y) ={}& \underbrace{1 + \frac{1}{2\sqrt{\pi}}\!\int \! e^{-(\xi_y-U_y)^2}\!\left[\mathrm{erf}\!\left(\tfrac{x-1}{y}\xi_y-U_x\right)-\mathrm{erf}\!\left(\tfrac{x}{y}\xi_y-U_x\right)\right]d\xi_y}_{\text{free}} \\[0.5em] &+ \underbrace{\frac{1}{2\sqrt{\pi}}\!\int\!\frac{\rho_{\mathrm{af}}(\tilde{t})}{\sqrt{T_{\mathrm{af}}(\tilde{t})}}\,e^{-\frac{(\xi_y-V_{\mathrm{af}}(\tilde{t}))^2}{T_{\mathrm{af}}(\tilde{t})}}\!\left[\mathrm{erf}\!\left(\tfrac{x\,\xi_y}{y\sqrt{T_{\mathrm{af}}}}\right)-\mathrm{erf}\!\left(\tfrac{(x-1)\xi_y}{y\sqrt{T_{\mathrm{af}}}}\right)\right]d\xi_y}_{\text{hitted}}. \end{aligned}

Let the plate do nothing but breathe — no freestream at all, just the temperature oscillating as Taf(t)=1+εsin(ωt)T_{\mathrm{af}}(t) = 1 + \varepsilon\sin(\omega t). Because each reflected molecule carries the plate temperature from a different moment in its past, the density disturbance propagates outward as waves in a gas that never collides with itself — an acoustic-like response with no acoustics. Below is the same probe again, now placed inside that wave field (compression dark, rarefaction light): the timing diagram is unchanged, and you can watch what the delayed messages add up to around QQ.

Drag the probe point Q through the gas (hold the mouse button). The shaded fan marks the directions of plate-reflected molecules that can reach Q; the numbered rays follow molecules from three stations on the plate, all flying at the thermal speed, so the farther station's news is older. The numbered dots on the timeline below mark the retarded time t~ each molecule left the plate. Behind it, the density field those delayed messages produce (compression dark, rarefaction light). Computed live.