Ground-Effect Aerodynamics of a Nonslender Delta Wing with Bio-Inspired Leading-Edge Modifications

This study experimentally investigates the flow physics and ground-effect aerodynamics of a nonslender delta wing with bio-inspired leading-edge modifications. A base wing configuration with a 45-deg sweep angle is compared with sinusoidal and saw-tooth leading-edge configurations in a low-speed wind tunnel using force and near-surface particle image velocimetry (PIV) measurements. Experiments were conducted over a wide angle of attack range and at multiple ground clearances to investigate the influence of the bio-inspired modifications and the static ground effect. Near-surface PIV measurements showed that the sinusoidal wing model primarily alters the leading-edge vortex structure, while the saw-tooth wing model generates multiple small-scale vortices that energize the shear layer. The flow physics of modified wings show delayed large-scale three-dimensional flow separation, resulting in more spatially distributed turbulent kinetic energy and Reynolds stress regions compared to the base wing. Force measurements show that modified wings achieve higher maximum lift coefficients and smoother post-stall characteristics than the base wing model. In ground effect, decreasing ground clearance collectively increases both lift and drag coefficients for all configurations, while the stall angle remains unchanged.

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Publication Details

Journal
AIAA Journal
Published
2026-07-16
DOI
https://doi.org/10.2514/1.j066908
Primary Topic
Biomimetic flight and propulsion mechanisms
Type
article
Field-Weighted Citation Impact
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article

Ground-Effect Aerodynamics of a Nonslender Delta Wing with Bio-Inspired Leading-Edge Modifications

D. M. Dikbas, Mehmet Metin Yavuz, Göktuğ Koçak, E. Güneş
AIAA Journal
Biomimetic flight and propulsion mechanisms
article

Ground-Effect Aerodynamics of a Nonslender Delta Wing with Bio-Inspired Leading-Edge Modifications

D. M. Dikbas, Mehmet Metin Yavuz, Göktuğ Koçak, E. Güneş
article en

Abstract

This study experimentally investigates the flow physics and ground-effect aerodynamics of a nonslender delta wing with bio-inspired leading-edge modifications. A base wing configuration with a 45-deg sweep angle is compared with sinusoidal and saw-tooth leading-edge configurations in a low-speed wind tunnel using force and near-surface particle image velocimetry (PIV) measurements. Experiments were conducted over a wide angle of attack range and at multiple ground clearances to investigate the influence of the bio-inspired modifications and the static ground effect. Near-surface PIV measurements showed that the sinusoidal wing model primarily alters the leading-edge vortex structure, while the saw-tooth wing model generates multiple small-scale vortices that energize the shear layer. The flow physics of modified wings show delayed large-scale three-dimensional flow separation, resulting in more spatially distributed turbulent kinetic energy and Reynolds stress regions compared to the base wing. Force measurements show that modified wings achieve higher maximum lift coefficients and smoother post-stall characteristics than the base wing model. In ground effect, decreasing ground clearance collectively increases both lift and drag coefficients for all configurations, while the stall angle remains unchanged.

AIAA Journal
Middle East Technical University (TR), Turkish Aerospace Industries (Turkey) (TR)
Affordable and clean energy
Openalex Percentile: Top 5%
Biomimetic flight and propulsion mechanisms
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