TY - JOUR
T1 - Experimental study on the aerodynamic optimization design of flexible wings for tailless flapping wing micro air vehicles
AU - Wu, Jianghao
AU - Sheng, Shijie
AU - Liu, Ziming
AU - Cui, Jin
AU - Wang, Chenyang
AU - Chen, Long
AU - Zhang, Yanlai
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/1/1
Y1 - 2025/1/1
N2 - Flexible wings, serving as the key components of tailless flapping wing micro air vehicles (FWMAVs), simultaneously generate lift, thrust, and control torques. Due to the complex unsteady fluid-structure interactions involved in their flapping, accurately predicting their aerodynamic performance, such as mean lift and lift-to-power efficiency, becomes challenging. There is also a lack of widely accepted and rational design methods for flexible wings. To address these, we propose an experimental optimization design method based on response surfaces methodology and investigate the impact of four design parameters—aspect ratio ((Formula presented.)), slack angle ((Formula presented.)), taper ratio ((Formula presented.)), and flapping frequency ((Formula presented.))—on the aerodynamic performance of flexible wings. The results show that the models accurately predict the aerodynamic performance of flexible wings, with an error margin of less than 10% compared to experimental measurements. Utilizing these models, an optimal flexible wing for a tailless FWMAV with a mass of 15 g was designed and manufactured, which can generate 15.24 gf of lift while maintaining a lift-to-power efficiency of 6.07 gf/W. Additionally, the models indicate that the four parameters are nearly equally important for the aerodynamic performance of flexible wings, and the coupling between these parameters also significantly affects the aerodynamic performance. Specifically, (Formula presented.), (Formula presented.), (Formula presented.), and (Formula presented.) affect mean lift, while (Formula presented.), (Formula presented.), and (Formula presented.) affect lift-to-power efficiency. These coupling effects help explain the contradictions found in previous studies regarding the influence of different parameters. Our research provides clear guidance and practical methods for designing flexible wings in tailless FWMAVs.
AB - Flexible wings, serving as the key components of tailless flapping wing micro air vehicles (FWMAVs), simultaneously generate lift, thrust, and control torques. Due to the complex unsteady fluid-structure interactions involved in their flapping, accurately predicting their aerodynamic performance, such as mean lift and lift-to-power efficiency, becomes challenging. There is also a lack of widely accepted and rational design methods for flexible wings. To address these, we propose an experimental optimization design method based on response surfaces methodology and investigate the impact of four design parameters—aspect ratio ((Formula presented.)), slack angle ((Formula presented.)), taper ratio ((Formula presented.)), and flapping frequency ((Formula presented.))—on the aerodynamic performance of flexible wings. The results show that the models accurately predict the aerodynamic performance of flexible wings, with an error margin of less than 10% compared to experimental measurements. Utilizing these models, an optimal flexible wing for a tailless FWMAV with a mass of 15 g was designed and manufactured, which can generate 15.24 gf of lift while maintaining a lift-to-power efficiency of 6.07 gf/W. Additionally, the models indicate that the four parameters are nearly equally important for the aerodynamic performance of flexible wings, and the coupling between these parameters also significantly affects the aerodynamic performance. Specifically, (Formula presented.), (Formula presented.), (Formula presented.), and (Formula presented.) affect mean lift, while (Formula presented.), (Formula presented.), and (Formula presented.) affect lift-to-power efficiency. These coupling effects help explain the contradictions found in previous studies regarding the influence of different parameters. Our research provides clear guidance and practical methods for designing flexible wings in tailless FWMAVs.
KW - Flapping wing
KW - aerodynamic design
KW - flexible wing
KW - micro air vehicles
KW - response surface methodology
UR - https://www.scopus.com/pages/publications/105007224085
U2 - 10.1177/17568293251348206
DO - 10.1177/17568293251348206
M3 - 文章
AN - SCOPUS:105007224085
SN - 1756-8293
VL - 17
JO - International Journal of Micro Air Vehicles
JF - International Journal of Micro Air Vehicles
M1 - 17568293251348206
ER -