무인기 공력 성능 향상을 위한 익형 최적 설계

AIRFOIL DESIGN OPTIMIZATION FOR IMPROVING AERODYNAMIC PERFORMANCE OF UAV

초록

A computational study for improving aerodynamic performance was conducted by optimizing the airfoil shape of an Unmanned Aerial Vehicle (UAV). The baseline airfoil, FX73-CL2-152, was selected, and based on this shape, a Kriging approximation model and genetic algorithm were used to find an airfoil shape that maximizes lift and minimizes drag. The optimized airfoil shape was applied to a full-scale model similar to the MQ-1 Predator, and it was confirmed that the lift coefficient and endurance factor increased by 9.5% and 7.3%, respectively. These results demonstrate that the optimization of the airfoil can significantly contribute to the overall performance of the UAV, including reducing takeoff and landing distances, improving structural stability, and increasing fuel load. Furthermore, this research could contribute to enhancing UAVs' operational capabilities and mission performance in various mission environments. In the future, this research can be extended to the optimal design and computational analysis of a full-scale model applied to multi-element airfoils equipped with flaps. It can also be utilized in building a high-accuracy aerodynamic database using high-fidelity DES/LES models.

키워드

공력 최적 설계(Aerodynamic Design Optimization)전산유체역학(Computational Fluid Dynamics)크리깅 근사모델(Kriging Surrogate Model)무인항공기(Unmanned Aerial Vehicle)
제목
무인기 공력 성능 향상을 위한 익형 최적 설계
제목 (타언어)
AIRFOIL DESIGN OPTIMIZATION FOR IMPROVING AERODYNAMIC PERFORMANCE OF UAV
저자
장대익이원태강민제배경훈오승욱이학진명노신
DOI
10.6112/kscfe.2023.28.3.008
발행일
2023-09
저널명
한국전산유체공학회지
28
3
페이지
8 ~ 17