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AN INVERSE DESIGN BASED METHODOLOGY FOR RAPID 3D MULTI-OBJECTIVE/MULTIDISCIPLINARY OPTIMIZATION OF AXIAL TURBINES.

机译:基于逆设计的轴向涡轮快速3D多目标/多学科优化方法。

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摘要

Design of axial turbines, especially LP turbines, poses difficult tradeoffs between requirements of aerodynamic design and structural limitations. In this paper, a methodology is proposed for 3D multi-objective design of axial turbine blades in which a 3D inverse design method is coupled with a multi-objective genetic algorithm. By parameterizing the blade using blade loading parameters, spanwise work distribution and maximum thickness, a large part of the design space can be explored with very few design parameters. Furthermore, the inverse method not only computes the blade shape but also provides accurate 3D inviscid flow information. In the simple multi-disciplinary approach proposed here the different losses in axial turbines such as endwall losses, tip leakage losses and an indication of flow separation are related through well known correlations to the blade surface velocities predicted by the inverse design method. In addition, geometrical features such as throat area, lean angles and airfoil cross sectional area are computed from the blade shape employed during the optimization. Also, centrifugal stresses and bending stresses are related to the blade geometry. The methodology is then applied to the redesign of an LP turbine rotor with the aim of reducing the maximum stresses while maintaining the performance of the rotor. The results are confirmed by using the commercial CFX CFD (Computational Fluid Dynamics) code and Ansys FEA (Finite Element Analysis) codes.
机译:轴流式涡轮机,尤其是LP涡轮机的设计在空气动力学设计的要求和结构限制之间进行了艰难的权衡。在本文中,提出了一种轴向涡轮机叶片的3D多目标设计方法,其中将3D逆向设计方法与多目标遗传算法相结合。通过使用叶片载荷参数,翼展方向功分布和最大厚度来对叶片进行参数化,只需很少的设计参数就可以探索很大一部分设计空间。此外,逆方法不仅可以计算叶片形状,还可以提供准确的3D无粘性流信息。在这里提出的简单的多学科方法中,轴流式涡轮机的不同损失(例如端壁损失,叶尖泄漏损失和流动分离的指示)通过与逆设计方法预测的叶片表面速度的众所周知的相关性而相关。另外,从优化过程中采用的叶片形状计算出几何特征,例如喉部面积,倾斜角和机翼横截面积。而且,离心应力和弯曲应力与叶片的几何形状有关。然后将该方法应用于LP涡轮转子的重新设计,目的是在保持转子性能的同时减小最大应力。通过使用商业CFX CFD(计算流体动力学)代码和Ansys FEA(有限元分析)代码可以确认结果。

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