PIV results from a kinematic study of robotic bird wings
Data files
Oct 24, 2024 version files 60.41 GB
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Kinematic_settings.ods
7.24 KB
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README.md
1.35 KB
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Robotic_wing_CSV.zip
60.41 GB
Abstract
A faster cruising speed increases drag and thereby the thrust (T) needed to fly, while the weight and lift (L) requirement remains constant. Birds can adjust their wingbeat in multiple ways to accommodate this change in aerodynamic force, but the relative costs of different strategies remain largely unknown. To evaluate the efficiency of several kinematic strategies, I used a robotic wing (Ajanic et al., 2023) and quantitative flow measurements. I found that, among the tested strategies, changing the mean wingbeat elevation provides the most efficient solution to changing T/L, offering insight into why birds tend to beat their wings with a greater ventral than dorsal excursion. I also found that although propulsive efficiency (ηp) may peak at a Strouhalnumber (St, measure of relative flapping speed) near 0.3, the overall efficiency of generating force decreases with St. This challenges the expectance of a specific optimal St for flapping flight and instead suggest the chosen St depends on T/L. This may explain the variation in preferred St among birds and why bats prefer flying at higher St than birds (Taylor et al., 2003) since their body shape imposes relatively higher thrust requirements (Muijres et al., 2012). In addition to explaining flapping strategies used by birds, my results suggest alternative, efficient, flapping motions for drones to explore aiming to extend their flight range.
https://doi.org/10.5061/dryad.zcrjdfnmh
The data represents the wake of the robotic wing gathered at 720 Hz for different kinematic strategies of flapping. The kinematic settings associated with each of the data sets are listed in the ExpCond file.
The kinematic settings varied were: Wingbeat frequency [Hz], angular amplitude [degrees] as the angle the wing sweeps through during a downstroke or upstroke, mean wingbeat elevation [degrees] defined as the angle relative to the horizontal plane that the wing flaps about, downstroke ratio as the relative duration of the downstroke to the full wingbeat, and the stroke plane angle [degrees] defined as the angle of the flapping motion relative to the vertical.
Description of the data and file structure
Each of the folders contains files for each of the frames sampled at 720 Hz. The files are CSV files containing 5 comma-separated columns representing the x position, the y position, the velocity in the x direction, the velocity in the y direction, and the velocity in the z direction. The coordinate system is right-handed with x in the upward direction, y in the spanwise direction (base to tip of the wing), and z in the streamwise direction (aligned with the wind tunnel flow).
The data was collected using stereo particle image velocimetry in a plane transverse to the free-stream flow of a wind tunnel, capturing the wake of a flapping bio-hybrid robotic wing. The images were processed using Davis 10.2.1 (Lavision).
- Johansson, L. Christoffer (2024). Aerodynamic efficiency explains flapping strategies used by birds. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2410048121
