Structural Optimization of Fir-Tree Root and Groove for Turbine Blade With Superellipse and P-Norm Aggregation Function

Deqi Yu, Xiaojuan Zhang, Jiandao Yang, Cheng Kai, Ming Li
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Abstract

Due to its finite size and the large centrifugal load, the fir-tree root is highly stressed, which leads to the possible early failure of the gas turbine and steam turbine. To find an optimized fir-tree root is an important issue for the design of the turbine structures. In this paper, a superellipse-based design optimization approach is proposed for the fir-tree root. Rather than the straight line and arc used in literature, the combination of the superellipse curve and line are employed to characterize the fir-tree root since the superellipse curve represents a large family of curves with limited parameters, which makes the design optimization easy and economic. For the design optimization, the objective function is to minimize the peak stress, which is a typical min-max problem with possible severe iterative oscillation and subsequent convergence difficulty. To avoid this problem, a P-norm aggregation function is proposed. The superellipse parameters are defined as design variables, while the stress concentration factor and the stress at root neck are specified as optimization constraints. With the P-series fir-tree root design as example, it is proved that our approach is effective to find the optimized configuration with better stress distribution and lower stress concentration.
基于超椭圆和p范数聚集函数的涡轮叶片杉树根槽结构优化
杉树根部由于体积有限,离心载荷大,应力大,可能导致燃气轮机和汽轮机早期失效。寻找最优杉树根是水轮机结构设计中的一个重要问题。提出了一种基于超椭圆的杉树树根优化设计方法。与文献中使用的直线和圆弧不同,我们采用了超椭圆曲线和直线的结合来表征杉树根,因为超椭圆曲线代表了一个大的曲线族,参数有限,使得设计优化容易且经济。设计优化的目标函数是使峰值应力最小,这是一个典型的最小-最大问题,可能存在严重的迭代振荡,后续收敛困难。为了避免这个问题,提出了一个p -范数聚合函数。将超椭圆参数定义为设计变量,将应力集中系数和根颈应力作为优化约束。以p系列冷杉树根设计为例,证明了该方法能有效地找到应力分布较好、应力集中较低的优化构型。
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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