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

机译:基于轴向涡轮机的快速3D多目标/多学科优化的逆设计方法。

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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:轴向涡轮机设计,尤其是LP涡轮机,在空气动力学设计和结构局限性的要求之间构成困难的权衡。本文提出了一种用于轴向涡轮机叶片的3D多目标设计的方法,其中3D逆设计方法与多目标遗传算法耦合。通过使用刀片加载参数参数化刀片,可以使用很少的设计参数来探索一大部分设计空间。此外,逆方法不仅计算刀片形状,还提供准确的3D不可用流量信息。在这里提出的简单多学科方法,通过众所周知的与由逆设计方法预测的叶片表面速度众所周知的相关性有关的轴向涡轮机中的不同损耗,尖端漏斗,尖端漏损失和流动分离的指示。另外,诸如喉部区域,贫角和翼型横截面积的几何特征从优化期间使用的叶片形状计算。此外,离心应力和弯曲应力与叶片几何形状有关。然后将该方法应用于LP涡轮机转子的重新设计,其目的在于保持转子性能的同时降低最大应力。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)代码来确认结果。

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