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Airfoil Optimization via Class-Shape Transformation and Orthogonal Deformation Modes

机译:通过类形状变换和正交变形模式进行机翼优化

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An airfoil geometry parameterization is introduced that uses the combination of the Class-Shape Transformation (CST) with orthogonal Chebyshev polynomials which allow extensibility to arbitrarily high dimensionality of the design space. The impact of this parameterization, as well as the effects of dimensionality, are explored using a genetic algorithm applied to two standard optimization cases based on the RAE 2822 and NACA 0012 airfoils. The use of the Chebyshev polynomials shows improvements over previous attempts with Legendre and Bernstein polynomials.
机译:引入了翼型几何参数化,该参数化使用类形状转换(CST)与正交Chebyshev多项式的组合来实现,该多项式可扩展到设计空间的任意高维度。使用遗传算法探索了此参数化的影响以及尺寸的影响,该算法应用于基于RAE 2822和NACA 0012机翼的两个标准优化案例。与以前的勒让德多项式和伯恩斯坦多项式的尝试相比,Chebyshev多项式的使用显示出了改进。

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