VERIFIED — lift-curve slope within 2.2% of experiment
SolversimpleFoam + Spalart-Allmaras
Reynolds No.Re ≈ 9×10⁷
Mesh10,720-cell C-grid
Lift slope0.1037/deg
vs experiment-2.2%
Regimelift generation (first)
1 Objective
Verify the digitalmodel CFD pipeline for a lift-generating body — a new physics regime beyond
the drag/friction and vortex-shedding cases in the suite. The benchmark is the classic NACA0012 airfoil,
whose lift-curve slope in the linear (pre-stall) regime is set by thin-airfoil theory and well documented
experimentally.
thin-airfoil theory: dCl/dα = 2π per radian = 0.1097 per degree
Real airfoils fall slightly below 2π because of finite thickness and the viscous displacement effect;
the measured NACA0012 slope is ≈0.106/deg (Abbott & von Doenhoff).
What this gates in real work
Lift generation is the physics of every control and lifting surface offshore. A verified
lift-curve slope qualifies:
Rudders and stabilizer fins — the rudder-manoeuvring capability's lift coefficients
(Clarke/OCIMF screens) assume section data of exactly this kind; RANS closes the loop for
non-catalogue sections (see the rudder explorer under /hydro/).
Hydrofoils, thruster nozzles and propeller blade sections — section polars feed BEM and
lifting-line design tools.
Wind turbine blades — the floating-wind sizing workflows consume airfoil polars; the same
solver + wall treatment produces them for arbitrary sections.
2 The lift mechanism
Velocity magnitude at α=8°: the flow accelerates to ≈1.4 U∞ over the
suction (upper) surface near the leading edge — the low-pressure region that produces lift.
3 Result — the lift curve
Computed Cl(α) with a linear least-squares fit (blue) against the thin-airfoil
slope (dashed). Points above α=6° (shaded) approach stall and are excluded from the fit.
Lift-curve slope = 0.1037 per degree — within 2.2% of the
experimental NACA0012 value (0.106/deg) and 5.4% below the ideal thin-airfoil 2π/rad
(0.1097/deg). Falling slightly below 2π is the physically correct thickness/viscous behaviour, not
an error — the slope, not the absolute Cl, is the incidence-independent quantity that verifies
the lift physics.
α (deg)
Cl
Cd
0
0.142
0.0102
1
0.249
0.0110
2
0.356
0.0122
3
0.461
0.0139
4
0.564
0.0161
5
0.666
0.0187
6
0.763
0.0220
7
0.853
0.0260
8
0.923
0.0315
4 Drag polar
Cl vs Cd: minimum drag near zero lift, rising with incidence — the
expected airfoil drag bucket.
5 A note on the reference frame
Zero-lift angle recovered as a check. The mesh (the OpenFOAM airFoil2D
NACA0012 C-grid) carries a small built-in geometric incidence; the fit recovers it as a zero-lift angle of
-1.4°. Because a rigid incidence offset shifts the curve's intercept but not its slope, the lift-curve
slope — the verification target — is unaffected. Forces are resolved in wind axes (drag along the
free stream, lift normal to it), and the reference area uses the measured chord (≈35, from the walls
patch) times the span, so the coefficients are correctly normalised.
6 Numerical model
Item
Specification
Solver / model
simpleFoam + SpalartAllmaras (RANS), steady
Mesh
OpenFOAM airFoil2D C-grid, 10,720 cells; far field ≈7 chords
Flow
|U∞|=26 m/s, ν=10⁻⁵ → Re ≈ 9×10⁷ (chord ≈35)
Polar
α = 0–8° swept by rotating the free stream; Cl/Cd from forceCoeffs in wind axes
Verification
lift-curve slope vs 2π/rad and experiment; each α converged (residuals <10⁻⁶)
7 Conclusion
Verified. The digitalmodel CFD pipeline reproduces the NACA0012 lift curve with a
slope of 0.1037/deg, within 2.2% of experiment and 5.4% of thin-airfoil
theory, with a physical drag polar. This extends the verified capability to lift generation, alongside
the boundary-layer (laminar & turbulent) and bluff-body cases.
References
Abbott, I. H. & von Doenhoff, A. E. (1959). Theory of Wing Sections. Dover.
Anderson, J. D. (2017). Fundamentals of Aerodynamics, 6th ed., McGraw-Hill (thin-airfoil theory).
Ladson, C. L. (1988). "Effects of independent variation of Mach and Reynolds numbers on the low-speed aerodynamic characteristics of the NACA0012." NASA TM-4074.