Application of Response Surface Model on Aerodynamic Characteristic of Airfoil

Article Preview

Abstract:

To reduce the computational resources, experimental design and response surface method (RSM) were employed to investigate the aerodynamic drag coefficient (CD) and lift coefficient (CL) of airfoils by using CFD methods. The selection of sample points, development and validation of response surface model and the effects of different sample points on approximation model were discussed. The results indicates that the number and distribution of sample points have a significant impact on model accuracy and optimize results. Also this method can greatly reduce calculation amount.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

70-73

Citation:

Online since:

August 2014

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] Jacqueline K. Telford. A Brief Introduction to Design of Experiments, Johns Hopkins APL Digest, 2007, 27(3): 224-232.

Google Scholar

[2] Lai Yuyang, Isight Parameter Optimization Theory and Explain Examples, Beihang University Press, China (2012).

Google Scholar

[3] W. Kieffer, S. Moujaes, N. Armbya. CFD Study of Section Characteristics of Formula Mazda Race Car Wings, Mathematical and Computer Modelling, 2006, 43: 1275-1287.

DOI: 10.1016/j.mcm.2005.03.011

Google Scholar

[4] Jeong-Soo Park, Optimal Latin-hypercube Designs for Computer Experiment, Journal of Statistical Planning and Inference 39 (1994): 95- 111.

DOI: 10.1016/0378-3758(94)90115-5

Google Scholar

[5] Wang Fujun, The Computational Fluid Dynamics Analysis-CFD Software Principles and Applications, University Press, China (2004).

Google Scholar