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Application of Evolutionary Algorithms and Statistical Analysis in the Numerical Optimization of an Axial Compressor

机译:进化算法和统计分析在轴流压气机数值优化中的应用

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摘要

The purpose of this work is to optimize the stator shape of an axial compressor, in order to maximize the global efficiency of the machine, fixing the rotor shape. We have used a 3D parametric mesh and the CFX-Tascflow code for the flow simulation. To find out the most important variables in this problem, we have run a preliminary series of designs, whose results have been analyzed by a statistic tool. This analysis has helped us to choose the most appropriate variables and their ranges in order to implement the optimization algorithm more efficiently and rapidly. For the simulation of the fluid flow through the machine, we have used a cluster of 12 processors.
机译:这项工作的目的是优化轴向压缩机的定子形状,以最大化机器的整体效率,并固定转子形状。我们已经使用3D参数网格和CFX-Tascflow代码进行了流量模拟。为了找出此问题中最重要的变量,我们进行了一系列初步设计,其结果已通过统计工具进行了分析。该分析帮助我们选择了最合适的变量及其范围,以便更有效,更快速地实施优化算法。为了模拟流经机器的流体,我们使用了12个处理器的集群。

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