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REPRODUCING EXISTING NACELLE GEOMETRIES WITH THE FREE-FORM DEFORMATION PARAMETRIZATION

机译:用自由形状变形参数化再现现有的机舱几何形状

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In the conceptual and preliminary aircraft design phase the Free-Form Deformation (FFD) is one of various parametrization schemes to define the geometry of an engine's nacelle. This paper presents a method that is able to create a C2 continuous periodic approximation of existing reference nacelles with the B-spline based FFD, which is a generalization of the classical FFD. The basic principle of this method is to start with a rotational symmetric B-spline approximation of the reference nacelle, which is subsequently deformed with a FFD grid that is placed around the initial geometry. A method is derived that computes the displacement of the FFD grid points, such that the deformed nacelle approximates the reference nacelle with minimal deviations. As this turns out to be a linear inverse problem, it can be solved with a linear least squares fit. To avoid overfitting effects - like degenerative FFD grids which imply excessive local deformations - the inverse problem is regularized with the Tikhonov approach. The NASA CRM model and the IAE V2500 engine have been selected as reference geometries. Both resemble nacelles that are typically found on common aircraft models and both deviate sufficiently from the rotational symmetry. It is demonstrated that the mean error of the approximation decreases with an increase of the number of FFD grid points and how the regularization affects these results. Finally, the B-spline based FFD with the classical Bernstein based FFD are compared for both models. The results conceptually prove the usability of the FFD approach for the construction of nacelle geometries in the preliminary aircraft design phase.
机译:在概念和初步飞机设计阶段,自由形式变形(FFD)是各种参数化方案之一,以限定发动机机舱的几何形状。本文介绍了一种方法,该方法能够利用基于B样条的FFD创建现有参考Nacelles的C2连续周期性近似,这是经典FFD的概括。该方法的基本原理是从参考机舱的旋转对称B样条近似开始,这随后与围绕初始几何形状放置的FFD网格变形。导出方法,其计算FFD网格点的位移,使得变形的机舱近似于具有最小偏差的参考机舱。结果结果是线性逆问题,可以用线性最小二乘拟合来解决它。为避免过度拟合效果 - 类似于暗示局部变形的退行性FFD网格 - 通过Tikhonov方法规范了逆问题。已选择NASA CRM模型和IAE V2500发动机作为参考几何形状。通常在共同的飞机模型上发现的类似灰尘布,并且两者都偏离旋转对称性。据证明,近似的平均误差随着FFD网格点的数量的增加以及正规化如何影响这些结果而降低。最后,对两个模型进行比较了具有基于普遍伯恩斯坦的FFD的B样条的FFD。结果概念上证明了FFD方法在初步飞机设计阶段建造机舱几何的可用性。

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