首页> 外文会议>ASME international mechanical engineering congress and exposition >OPTIMAL DESIGN OF AXE-SYMMETRIC DIFFUSER VIA GENETIC ALGORITHM AND BALL-SPINE INVERSE DESIGN METHOD
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OPTIMAL DESIGN OF AXE-SYMMETRIC DIFFUSER VIA GENETIC ALGORITHM AND BALL-SPINE INVERSE DESIGN METHOD

机译:遗传算法与球脊反设计方法优化轴对称扩压器

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In this research, an optimal aerodynamic design of an axe-symmetric diffuser is performed via combination of a developed boundary layer numerical code, BSA inverse design Algorithm and genetic optimization algorithm. To do this, developed numerical boundary layer code is incorporated into the genetic algorithm to reach to an optimum pressure distribution on the wall in such a way that the maximum pressure recovery is obtained without separation. To validate the developed boundary layer code, the calculated quantities are compared with Blasius and Howart's analytical results. Then, the optimized pressure distribution will be the candidate "target pressure distribution" for the inverse design algorithm to find out the relevant optimum geometry. Geometry modification takes place based on the combination of Ball-Spine algorithm and fluent software as the flow field solver. Implementation of this combination is completed through User Defined Function (UDF) feature of Fluent. Fluent advantageous provides the capabilities for extension of the proposed method to turbulent flows, complicated geometries and employment of both structured and unstructured grids. To show the true performance of the proposed method of inverse design, several issues have been investigated for different initial guess. To validate the effect of the presented method, increased pressure coefficient for an optimized diffuser is illustrated.
机译:在这项研究中,通过将已开发的边界层数字代码,BSA逆向设计算法和遗传优化算法相结合,进行了轴对称扩散器的最佳空气动力学设计。为此,将开发的数值边界层代码合并到遗传算法中,以达到壁上的最佳压力分布的方式,从而无需分离即可获得最大的压力恢复率。为了验证开发的边界层代码,将计算出的数量与Blasius和Howart的分析结果进行比较。然后,优化的压力分布将成为逆设计算法的候选“目标压力分布”,以找出相关的最佳几何形状。几何修改是基于Ball-Spine算法和流利软件作为流场求解器的结合而进行的。通过Fluent的用户定义功能(UDF)功能可以完成此组合的实现。流利的优点提供了将所提出的方法扩展到湍流,复杂的几何形状以及使用结构化和非结构化网格的能力。为了显示所提出的逆向设计方法的真实性能,已经针对不同的初始猜测研究了几个问题。为了验证所提出方法的效果,说明了用于优化的扩散器的增加的压力系数。

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