Application of neural networks to wind tunnel data response surface methods

21st Aerodynamic Measurement Technology and Ground Testing Conference

Volumn , Issue , 2000, Pages

  Lo, Ching F ^a   Zhao, Jun L ^a   De Loach, Richard ^b  

^a UNIVERSITY OF TENNESSEE SPACE INSTITUTE   (United States)

^b NASA LANGLEY RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; NASA; SURFACE PROPERTIES;

ARNOLD ENGINEERING DEVELOPMENT CENTER; LINEAR REGRESSION TECHNIQUES; NASA LANGLEY RESEARCH CENTER; NONLINEAR NEURAL NETWORKS; PRECISION INTERVALS; RESPONSE SURFACE; RESPONSE SURFACE METHOD; WIND-TUNNEL DATA;

WIND TUNNELS;

EID: 30644467909     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2000-2639     Document Type: Conference Paper

References (8)

1. DeLoach, R. "Applications of Modern Experiment Design to Wind Tunnel Testing at NASA Langley Research Center." AIAA 98-0713. 36th Aerospace Sciences Meeting and Exhibit, RenoNV. Jan 1998.
2. Fisher, R. A. (1966). The Design of Experiments, ed. Edinburgh: Oliver and Boyd.
3. DeLoach, R. "Improved Quality in Aerospace Testing Through the Modern Design of Experiments." AIAA 2000-0825. SS01 Aerospace Sciences Meeting and Exhibit, Reno NV. Jan 2000.
4. Laster, M.L., Stanewsky, E, Sinclair, D.W. and Sickles, W. L. "Reynolds Number Scaling at Transonic Speeds," AIAA paper 98-2878, 1998.
5. Chen, S, Cowan, C. F. N. and Grant, P. M. "Orthogonal Least Square Algorithm for Radial Basis function Networks," IEEE on Neural Networks, Vol. 2. No. 2, March 1991.
6. Pao, Y. H. "Adaptive Pattern Recognition and Neural Networks," Addison-Wesley, 1989.
7. Moody, J. and Darken, C. J. "Fast Learning in Networks of Locally-tuned Processing Units," Neural computation 1, 281-294, 1989.
8. Montgomery, D.C. and Peck, E. A. "Introduction to Linear Regression Analysis," John Wiley & Sons, Inc., second edition 1992.