Multidisciplinary optimization of transonic wing using evolutionary algorithm

A. Bakar, Zhang Ke-shi
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Abstract

This paper presents the importance of multidisciplinary optimization and its promising results. Evolutionary algorithm is applied which takes into account the aerodynamics and structure of transonic wing. Some classical and widely accepted principles are applied to predict the performance of the wing. Aerodynamic module calculates the induced drag of the wing using multiple lifting line theory. The friction/form drag is calculated by wetted area and using the prediction of skin friction models and form-factor estimation. Total drag is then calculated by summing the induced drag, friction drag and the wave drag, from Korn equation. To estimate the bending material weight, wing is modeled as double-plate wing box. Trade-off between minimum drag and minimum weight is studied. The dependency of the design space on specific wing parameters has also been studied. A significant improvement in the performance of a transonic transport aircraft wing can be achieved using the multidisciplinary optimization technique.
基于进化算法的跨声速机翼多学科优化
本文介绍了多学科优化的重要性及其前景。该算法考虑了跨声速机翼的气动特性和结构特点。一些经典的和被广泛接受的原理被应用于预测机翼的性能。气动模块采用多重升力线理论计算机翼的诱导阻力。摩擦阻力/形状阻力由湿面积计算,利用表面摩擦模型的预测和形状因子估计。根据Korn方程,将诱导阻力、摩擦阻力和波浪阻力相加,计算总阻力。为了估计弯曲材料的重量,将机翼建模为双板翼盒。研究了最小阻力与最小重量之间的权衡关系。研究了设计空间与特定机翼参数的关系。采用多学科优化技术可以显著提高跨声速运输机机翼的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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