Flapping wing, Dynamic modeling, Aerodynamic derivatives, Parasitic drag damping, Flight control
," /> Flapping wing, Dynamic modeling, Aerodynamic derivatives, Parasitic drag damping, Flight control
,"/> Flapping wing, Dynamic modeling, Aerodynamic derivatives, Parasitic drag damping, Flight control,"/> An Experimental Method for Dynamic Modeling of Hover-capable Tailless Flapping-wing Micro Air Vehicles

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Journal of Bionic Engineering ›› 2026, Vol. 23 ›› Issue (5): 2823-2838.doi: 10.1007/s42235-026-00957-z

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An Experimental Method for Dynamic Modeling of Hover-capable Tailless Flapping-wing Micro Air Vehicles

Heyu Cao1; Jianghao Wu1; Cheng Cheng1; Yanlai Zhang1; Long Chen1; Peng Tang1   

  1. 1 School of Transportation Science and Engineering, BeihangUniversity, Beijing 102206, China
  • Online:2026-10-15 Published:2026-10-27
  • Contact: Peng Tang1 E-mail:tangpeng@buaa.edu.cn
  • About author:Heyu Cao1; Jianghao Wu1; Cheng Cheng1; Yanlai Zhang1; Long Chen1; Peng Tang1

Abstract: Despite the exceptional maneuverability of hover-capable tailless flapping-wing micro air vehicles, the inherent complexity of their unsteady aerodynamics poses significant challenges for developing precise dynamic models for controller design. To address this, this paper proposes ground-based damping pendulum experiments to construct a full damping dynamic model that incorporates parasitic drag damping. The parasitic drag damping is decoupled from flapping-induced damping by experimentally measuring the damping coefficients across three configurations: with wings and flapping, with wings and no flapping, and without wings. Quantitative analysis reveals that, compared with a model that considers only flapping-induced damping, the full damping dynamic model predicts the oscillation periods of longitudinal and lateral unstable modes decrease by 4.27% and 2.24%, respectively. The accuracy of the full damping model is validated by cascaded PID closed-loop control simulations; compared to flight test data, the root-mean-square errors for pitch and roll attitudes are only 1.78° and 2.78°, respectively. Furthermore, this study investigates the influence of wing geometry on aerodynamic derivatives. Results indicate that flapping-induced damping effects increase as the aspect ratio decreases. Finally, an experimentally corrected aerodynamic derivative estimation method is established. This study provides a feasible empirical modeling framework for the conceptual design and controller synthesis of FWMAVs.

Key words: Flapping wing')">Flapping wing, Dynamic modeling, Aerodynamic derivatives, Parasitic drag damping, Flight control