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PROFILED ENDWALL DESIGN USING GENETIC ALGORITHMS WITH DIFFERENT OBJECTIVE FUNCTIONS

机译:使用具有不同目标功能的遗传算法进行剖面墙设计

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Profiled endwalls are a widely researched technology for reducing the secondary loss in turbines. Most designs in the literature have been produced directly by manufacturers and although general performance information is given the detailed design decisions are kept confidential. This paper outlines a simple design system for profiled endwalls that uses genetic algorithms to find an acceptable design. As the design process is produced in an academic environment full details of the design process, geometries produced, objective functions and the various trade-offs involved in the design are available and discussed in the paper. Two designs were produced using the design system: one using secondary kinetic energy as the objective function of the design system and the second using a U-cubed integral. The different designs that are produced with the different objective functions are discussed in detail in the paper. Finally profiled endwalls have traditionally been used in the high pressure stages of gas turbine blades, the paper also discusses the merits and challenges in applying these technologies to the high pressure and intermediate pressure stages of steam turbines.
机译:异型端壁是减少涡轮机二次损失的一项广泛研究的技术。文献中的大多数设计都是直接由制造商生产的,尽管给出了一般性能信息,但对详细的设计决策还是保密的。本文概述了一种用于异型端墙的简单设计系统,该系统使用遗传算法来找到可接受的设计。由于设计过程是在学术环境中进行的,因此可以在本文中获得并讨论设计过程的所有详细信息,产生的几何形状,目标函数以及设计中涉及的各种折衷。使用设计系统产生了两种设计:一种使用二次动能作为设计系统的目标函数,第二种使用U型立方积分。本文详细讨论了使用不同目标函数产生的不同设计。最终,异型端壁传统上已用于燃气轮机叶片的高压级,本文还讨论了将这些技术应用于汽轮机的高压和中压级的优缺点。

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