用响应面法改进100马力轴流风机叶片和导叶气动性能的研究

Young-Seok Choi, Yong-In Kim, Sung Kim, Seul Lee, Hyeon-Mo Yang, Kyoung-Yong Lee
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引用次数: 4

摘要

本文介绍了以叶片和导叶为中心的轴流风机的数值优化。为了进行数值分析,采用有限体积法(FVM)对具有剪切应力输运(SST)湍流模型的三维(3D)稳态reynolds -average Navier-Stokes (RANS)方程进行离散。目标函数是在一定总压条件下提高气动性能。为了选择对目标函数有主要影响的设计变量,采用2k因子设计方法进行试验设计。采用基于中心复合设计的响应面法(RSM)进行单目标优化。在前面的分析中考虑了对钟口和轮毂盖等部件的影响。对优化后的模型与基座之间的内部流动特性进行了分析和讨论。
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A Study on Improvement of Aerodynamic Performance for 100HP Axial Fan Blade and Guide Vane Using Response Surface Method
This paper describes the numerical optimization of an axial fan focused on the blade and guide vane (GV). For numerical analysis, three-dimensional (3D) steady-state Reynolds-averaged Navier-Stokes (RANS) equations with the shear stress transport (SST) turbulence model are discretized by the finite volume method (FVM). The objective function is enhancement of aerodynamic performance with specified total pressure. To select the design variables which have main effect to the objective function, 2k factorial design is employed as a method for design of experiment (DOE). In addition, response surface method (RSM) based on the central composite design applied to carry out the single-objective optimization. Effects on the components such as bell mouth and hub cap are considered with previous analysis. The internal flow characteristics between base and optimized model are analyzed and discussed.
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