关键词: 相关性, 偏相关分析, 翼型, 数值仿真, 优化设计, 优化模型

Abstract:

A new optimization model is established from the partial correction coefficient between geometric parameters and flow variables by using computational fluid dynamics (CFD) and correlation analysis. The new model is used to optimize airfoil HSNLF0213. First, the correction between geometric parameters and flow variables is analyzed by the partial correction analysis method, and the design rules are established. Second, these design rules are applied to develop the optimization model with a single object to satisfy the demand of multi-objective optimization. Finally, the new optimization design is performed, and the optimum results are achieved.Applying this model contributes to design efficiency and good results are obtained. It is possible to introduce this method based on the partial correction analysis into optimal design.

Key words: correlation, partial correction analysis, airfoils, numerical simulation, optimization design, optimization model