1. Formal design of experiments method of MDOE in wind tunnel tests.
- Author
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Zhang Jiang, Qin Yongming, and Ma Handong
- Abstract
The existing MDOE methods based on the parametric model cannot meet the tunnel test requirements of advanced vehicle because of strong nonlinear aerodynamic behaviors. It is necessary to develop the MDOE method based on the non-parametric model instead. The formal design of experiments method of MDOE for wind tunnel tests is researched in this paper. The applicability of Latin Hypercube Sampling and Uniform Design in wind tunnel tests is compared through virtual experiments. And several optimizing methods based on Uniform Design are developed, which can improve the quality of design results to meet the requirement of wind tunnel tests. Studies show that, Uniform Design is more robust and uniform than Latin Hypercube Sampling for the MDOE method based on the non-parametric model, the optimization including boundary complement, density adjustment of sampling points and repetition points design can utilize the priori information to the design, the formal design of experiments method developed in the paper requires less sampling points than the OFAT, which are only 66.7% in the demonstration, and samples the intensive non-linear changing law adequately and exactly. The studies on the formal design of experiments method of MDOE in wind tunnel tests laid the foundation for further study of the MDOE method based on the non-parametric model. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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