Airfoil Shape and Angle of Attack Optimization Based on Bézier Curve and Multi-Island Genetic Algorithm

翼型 攻角 外倾角(空气动力学) 空气动力学 升力系数 气动中心 翼 升阻比 Lift(数据挖掘) NACA翼型 雷诺数 阻力 数学 航空航天工程 计算机科学
作者
Jiabing Wang,Chaochen Wang,Bowen Zhou,Linlang Zeng,Kun Yang
出处
期刊:Journal of Fluids Engineering-transactions of The Asme [ASM International]
卷期号:144 (5) 被引量:3
标识
DOI:10.1115/1.4052769
摘要

Abstract In order to improve the aerodynamic performance of the airfoil, the airfoil shape and the angle of attack (AOA) are optimized at the same time by the multi-island genetic algorithm in this paper. The goal of the optimization is to maximize the lift-to-drag ratio which is calculated by the computational fluid dynamics method. The airfoil is parameterized by the Bézier curve. The thickness and the camber of airfoil are no longer restricted to ensure a wide range of airfoil generation. The airfoil is optimized under different Reynolds numbers. The optimized airfoils obtained by the unconstrained AOA method are compared with several standard airfoils. The results show that the maximum lift-to-drag ratio of the optimized airfoil is much greater than the compared airfoils, and the optimized airfoils have good aerodynamic characteristics in a wide range of angle of attack. By comparing with the optimized airfoils obtained by the constrained AOA method, it shows that the constrained AOA method can't guarantee that the preconstrained angle of attack is the optimal angle of attack of the airfoil, nor can obtain the maximum lift-to-drag ratio airfoil of all angles of attack and all airfoils. However, by using the angle of attack as one of the optimization variables, these problems can be solved well.

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