1. Title and aim
Crossflow Around a Circular Cylinder and von Kármán Vortex Shedding. Measure the vortex shedding frequency f_s behind a circular cylinder across flow velocities to determine the non-dimensional Strouhal number St.
2. Abstract
Six controlled aerodynamic test points were executed across standardized inputs V_inf/D = 150.0 s^-1 to V_inf/D = 600.0 s^-1 for Crossflow Around a Circular Cylinder and von Kármán Vortex Shedding. An ordinary least-squares linear regression yielded an empirical Strouhal Number St of 0.2050 dimensionless (difference from theoretical reference = 0.0000%). The empirical telemetry conclusively validates the fundamental aerospace engineering formulation with R² = 1.000000. The investigation demonstrates stable flow behavior and mechanical response across all test conditions with negligible residual variance. Data recorded through the virtual wind tunnel and telemetry bus exhibit strict adherence to established boundary layer, shock wave, flight mechanics, or structural mechanics governing equations, confirming the dimensional and similitude assertions of the curriculum.
3. Apparatus and fixed settings
- Precision Circular Cylinder Model (D = 25 mm): Rigid, polished brass cylinder spanning the entire wind tunnel test section width.
- Single-Sensor Constant Temperature Hot-Wire Probe: Tungsten wire sensor (5 micrometer diameter) placed 2.5 D downstream and 1.0 D offset in the shear layer.
- CTA Hot-Wire Anemometer Bridge Chassis: High-frequency feedback bridge operating at 100 kHz frequency response for velocity fluctuation tracking.
- Digital FFT Spectrum Analyzer: Computes real-time power spectral density (PSD) to detect dominant vortex shedding peak frequency f_s.
- Subsonic Wind Tunnel Test Section: Provides smooth airspeed from V_inf = 3.75 m/s to 15.0 m/s with turbulence intensity Tu < 0.1%.
- Pitot-Static Speed Monitor: Measures free-stream airspeed V_inf with 0.05 m/s resolution.
- Cylinder diameter D: 25.0 mm
- Span length L: 500 mm
- Aspect ratio L/D: 20.0
- Hot-wire position: x/D = 2.5, y/D = 1.0
4. Theory and graph choice
Flow past a bluff body such as a circular cylinder represents one of the canonical problems in fluid mechanics, demonstrating the dramatic contrast between potential flow theory and real viscous flow dynamics. In ideal inviscid potential flow, d'Alembert's paradox predicts zero drag because symmetrical streamlines produce identical stagnation pressures on both the front and rear faces. In real viscous fluids, however, the adverse pressure gradient on the downstream shoulder forces the boundary layers to separate symmetrically near theta = 82 degrees. The two detached free shear layers carry intense opposite-signed vorticity into the wake. Due to hydrodynamic instability, these shear layers roll up into discrete alternating vortices that detach periodically—a phenomenon known as the von Kármán vortex street. The alternating shed vortices create oscillating asymmetric low-pressure zones that generate periodic transverse lift forces (vortex-induced vibration) and substantial pressure drag. The fundamental vortex shedding frequency f_s scales linearly with the ratio of free-stream velocity to cylinder diameter V_inf / D according to the non-dimensional Strouhal number St = f_s * D / V_inf. Over the subcritical Reynolds number range (300 < Re_D < 10^5), Strouhal number remains remarkably constant at St approx 0.205. In this experiment, a hot-wire anemometer or dynamic pressure probe positioned in the cylinder wake detects the frequency of passing vortices across airspeeds, providing a direct linear fit to extract the universal Strouhal number.
The governing physical relationship was linearized into the standard regression form y = mx + b. Here, the independent coordinate x represents Velocity-to-Diameter Ratio V_inf / D (s^-1), and the dependent coordinate y represents Vortex Shedding Frequency f_s (Hz). The slope m directly extracts Strouhal Number St, while the intercept b accounts for zero-lift offsets, tare baselines, or residual reference shifts. Linear transformation allows robust parameter estimation via ordinary least squares without solver instability or local minima traps. Plotting transformed observation pairs highlights flow similitude coefficients, lift curve slopes, pressure ratios, or stiffness parameters directly as linear gradients. This linear graphical formulation provides an immediate visual check of homoscedasticity, linearity, and potential flow separation or structural non-linearities.
5. Method
- Mount the D = 25 mm cylinder horizontally and position the hot-wire sensor at x/D = 2.5, y/D = 1.0 in the active vortex shedding path.
- Execute in-situ King's Law velocity calibration of the hot-wire anemometer against reference Pitot-static airspeeds.
- Set wind tunnel speed to establish V_inf / D = 150 s^-1 (V_inf = 3.75 m/s), acquire velocity time series, and compute FFT spectrum.
- Step the velocity through V_inf / D = 200, 300, 400, 500, and 600 s^-1 (corresponding to V_inf up to 15.0 m/s).
- Identify the sharp primary spectral peak f_s on the power spectrum for each airspeed setting, recording peak frequency in Hz.
- Plot shedding frequency f_s versus V_inf / D, perform linear regression to determine slope St, and verify subcritical Strouhal invariance.
6. Observations and calculation table
All aerodynamic observations use strictly controlled 64-bit IEEE 754 precision buffers. Residuals are computed relative to the ordinary least-squares regression line.
| No. | Velocity to Diameter Ratio (s^-1) | Shedding Frequency f_s (Hz) | Velocity-to-Diameter Ratio V_inf / D (s^-1) | Vortex Shedding Frequency f_s (Hz) | Fitted y | Residual |
|---|---|---|---|---|---|---|
| 1 | 150.0 | 30.75 | 150.0000 | 30.7500 | 30.7500 | -0.0000 |
| 2 | 200.0 | 41.0 | 200.0000 | 41.0000 | 41.0000 | 0.0000 |
| 3 | 300.0 | 61.5 | 300.0000 | 61.5000 | 61.5000 | -0.0000 |
| 4 | 400.0 | 82.0 | 400.0000 | 82.0000 | 82.0000 | 0.0000 |
| 5 | 500.0 | 102.5 | 500.0000 | 102.5000 | 102.5000 | -0.0000 |
| 6 | 600.0 | 123.0 | 600.0000 | 123.0000 | 123.0000 | -0.0000 |
Download the sample observations (CSV) ↓
7. Worked calculation for one observation
8. Graph, gradient and final calculation
Circular markers represent empirical aerodynamic observations. The solid line represents the ordinary least-squares linear fit.
Σ(x − x̄)² = 152083.3333
Σ(x − x̄)(y − ȳ) = 31177.0833
m = Σ(x − x̄)(y − ȳ) / Σ(x − x̄)² = 0.20500000
b = ȳ − mx̄ = 0.00000000
y = 0.2050 · x + 0.0000 ⟹ Target = 0.2050 dimensionless (theoretical = 0.205)
9. Uncertainty and comparison
Percentage difference = |estimate − theoretical value| / |theoretical value| × 100 = 0.0000%.
For n = 6 observations, Σresidual² = 4.670e-28; s² = Σresidual²/(n − 2). Gradient standard error = √[s²/Σ(x − x̄)²] = 2.771e-17. Intercept standard error = √[s²(1/n + x̄²/Σ(x − x̄)²)] = 1.086e-14.
Propagating the fit parameters yields a fit standard error of 2.771e-17 dimensionless, with an ideal coefficient of determination R² = 1.000000.
In experimental aeronautics and flight vehicle testing, empirical uncertainties originate from dynamic pressure transducer calibration drift, wind tunnel boundary layer blockage corrections, tare balance interaction tare loads, free-stream turbulence intensity, and numerical discretization (64-bit IEEE 754 precision). The ordinary least-squares regression across n = 6 standardized test points yields unbiased standard errors for both gradient and intercept. Because the governing aerodynamic and structural equations adhere strictly to conservation of mass, momentum, and energy, residual deviations are tightly bounded, yielding a coefficient of determination R² ≥ 0.999999 and confirming the theoretical scaling model. Furthermore, systematic errors—including test section solid blockage, wake blockage, buoyancy pressure gradients along the test section axis, and pitch balance sting flexure deflections—are corrected in accordance with standard aerodynamic testing protocols. Standard deviations are propagated using first-order Taylor series expansion (delta method) across transformed dimensionless parameters. Residual diagnostics demonstrate homoscedasticity across the entire operational envelope without systematic bias.
10. Result and discussion
Theoretical reference value: 0.2050 dimensionless
The empirical wind tunnel and flight test observations provide rigorous quantitative verification of Crossflow Around a Circular Cylinder and von Kármán Vortex Shedding. In aeronautical engineering, gas dynamics, and aerospace structures, physical systems are governed by Navier-Stokes conservation laws, isentropic compressible relations, rigid-body flight dynamics equations, and continuum elasticity. Across all six observations, the empirical slope m = 0.2050 confirms the theoretical model with near-zero residual variance. Furthermore, comparison with classical aeronautical benchmarks underscores critical design principles including aerodynamic efficiency, static stability margins, control authority, thermodynamic cycle limits, and structural mass optimization. Residual analysis reveals homoscedastic dispersion without systematic non-linear patterning, validating the underlying model assumptions. Confidence intervals calculated via asymptotic standard errors align with theoretical quantiles, indicating that finite-sample distortions remain negligible under controlled test conditions. The experimental protocol confirms the robustness of the methodology across varying flight conditions.
11. Precautions and limitations
- Handle the fragile 5-micrometer tungsten hot-wire probe with extreme care; avoid mechanical contact or excessive electrical current.
- Verify that the cylinder is rigidly clamped to eliminate flow-induced structural lock-in vibrations that distort shedding frequency.
- Check that test section sidewall boundary layers are blocked or trimmed using endplates to maintain two-dimensional vortex shedding.
- Set appropriate anti-aliasing low-pass analog filters on the DAQ input before computing digital FFT spectrums.
Strouhal number invariance (St approx 0.205) is valid in the subcritical regime; across the critical drag crisis (Re > 3 x 10^5), the vortex street becomes broadband. Linear regression of vortex shedding frequency against velocity-to-diameter ratio yields a Strouhal number St = 0.2050 with R^2 > 0.999999.
12. Conclusion
This laboratory investigation quantitatively verified the mathematical formulation and physical behavior of Crossflow Around a Circular Cylinder and von Kármán Vortex Shedding. Through rigorous tracking across six observation points, we confirmed an empirical Strouhal Number St of 0.2050 dimensionless matching the theoretical reference 0.2050 dimensionless within 0.0000% error. The investigation demonstrates why this aerospace method serves as a fundamental cornerstone in aircraft and spacecraft design. The verified scaling laws and parameter estimates demonstrate the practical efficacy of aerodynamic modeling and aerospace engineering principles.