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Aerodynamic Shape Optimization for Flutter/LCO based design using Coupled Adjoint

机译:基于偶合的基于Flutter / LCO的设计的气动形状优化

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When designing aircraft wings shapes, it is important to ensure that the flight envelope does not overlap with regions of flutter or Limit Cycle Oscillation (LCO). A quick assessment of this condition for various design candidates is key to successful design. For this, sensitivity of the flutter velocity needs to be known with the respect of design parameters. The conventional approach of computing this sensitivity has been to differentiate the eigenvalues of the aero-structural system. However, such technique is only applicable for linear or linearized models and cannot be applied to systems undergoing LCO or other nonlinear effects. Though high fidelity CFD modeling can be implemented to overcome this problem for aerodynamic nonlinearities, the method becomes prohibitively expensive, as it requires time accurate calculations. Same goes for computing its sensitivity with respect to design variables. In this work, the time spectral method has been used to compute conditions for both flutter onset, LCOs and their design sensitivities in a computationally efficient way. One of the advantages of the time spectral based formulation is the computational efficiency obtained by eliminating transient flow solutions to reach a periodic steady state, through the solution approximation of a discrete Fourier series. Also, the time spectral form of the governing equation facilitates the application of steady form of adjoint sensitivity analysis for dynamic problems. Large memory and computational cost requirements of unsteady adjoint sensitivity analysis are circumvented by using the periodic steady state formulation. In this paper, steady adjoint formulation for time spectral method based flutter/LCO prediction has been implemented and used to carry out aerodynamic shape optimization for a two DOF flutter model with NACA 64010A airfoil cross section. The objective function has been to maximize with LCO velocity with bounds on the bump function coefficients.
机译:设计飞机机翼形状时,重要的是要确保飞行包线不会与颤振或极限循环振荡(LCO)区域重叠。快速评估各种设计候选者的状况是成功设计的关键。为此,需要关于设计参数来了解颤动速度的灵敏度。计算这种灵敏度的常规方法是区分航空结构系统的特征值。但是,这种技术仅适用于线性或线性化模型,而不能应用于经历LCO或其他非线性效应的系统。尽管可以实现高保真CFD建模来克服空气动力学非线性的问题,但该方法的成本过高,因为它需要时间精确的计算。计算其对设计变量的敏感性也是如此。在这项工作中,时间谱方法已用于以有效计算的方式来计算颤振起振,LCO及其设计灵敏度的条件。基于时间谱的公式的优势之一是通过消除离散傅立叶级数的解近似来消除瞬变流解以达到周期性稳态而获得的计算效率。同样,控制方程的时间谱形式也有助于对动态问题进行伴随灵敏度分析的稳定形式的应用。通过使用周期稳态公式,可以规避非平稳伴随灵敏度分析的大内存和计算成本要求。在本文中,基于时间谱方法的颤振/ LCO预测的稳定伴随公式已被实现,并用于对具有NACA 64010A翼型截面的两自由度颤振模型进行空气动力学形状优化。目标函数是使LCO速度达到最大值,并限制碰撞函数系数。

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