Multidisciplinary design optimization of wing shape for a small jet aircraft using kriging model

Collection of Technical Papers - 44th AIAA Aerospace Sciences Meeting

Volumn 15, Issue , 2006, Pages 11158-11170

  Kumano, Takayasu ^a,d,e   Jeong, Shinkyu ^a,d,e   Obayashi, Shigeru ^a,d,e   Ito, Yasushi ^b,e,f   Hatanaka, Keita ^c,g   Morino, Hiroyuki ^c,g  

^a TOHOKU UNIVERSITY   (Japan)

^b UNIVERSITY OF ALABAMA AT BIRMINGHAM   (United States)

^c MITSUBISHI HEAVY INDUSTRIES LTD   (Japan)

^d Institute of Fluid Science   (Japan)

^e AIAA   (United States)

^f Department of Mechanical Engineering ^*

^g Nagoya Aerospace Systems   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; COMPUTATIONAL FLUID DYNAMICS; GENETIC ALGORITHMS; JET AIRCRAFT; OPTIMIZATION;

KRIGING MODEL; MULTI-OBJECTIVE GENETIC ALGORITHM; OBJECTIVE FUNCTION EVALUATION; STRUCTURAL WEIGHT;

WINGS;

EID: 34250804357     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2006-932     Document Type: Conference Paper

References (18)

1. Kroo, I., Altus, S., Braun, R., Gage, P., and Sobieski, I., "Multidisciplinary Optimization Methods for Aircraft Preliminary Design," AIAA Paper 94-4325-CP, 1994.
2. Sobieszczanski-Sobieski, J. and Haftka, R. T., "Multidisciplinary Aerospace Design Optimization: Survey of Recent Developments," Structural Optimization, Vol.14, No.1, 1997, pp. 1-23.
3. "NEDO" website, URL:http://www.nedo.go.jp/.
4. "MSC Software" website, URL: http://www.mscsoftware.com/.
5. Chiba, K., Obayashi, S., Nakahashi, K. and Morino, H., "High-Fidelity Multidisciplinary Design Optimization of Aerostrucrural Wing Shape for Regional Jet," AIAA paper 2005-5080, June 2005.
6. Oyama, A., Obayashi, S., Nakahashi, K., and Hirose, N., "Aerodynamic Wing Optimization via Evolutionary Algorithms Based on Structured Coding," Computational Fluid Dynamics Journal, Vol.8, No.4, 2000, pp. 570-577.
7. Lepine, J., Guibault, F., Trepanier, J-Y., and Pepin, "Optimized Nonuniform Rational B-spline Geometrical Representation for Aerodynamic Design of Wings," AIAA Journal, Vol. 39, 2001, pp. 2033-2041.
8. Takenaka, K., Obayashi, S., Nakahashi, K., Matsushima, K., "The Application of MDO Technologies to the Design of a High Performance Small Jet Aircraft - Lessons learned and some practical concerns -," AIAA paper 2005-4797, June 2005.
9. Donald, R. J., Matthias S. and William J. W., "Efficient Global Optimization of Expensive Black-Box Function," Journal of global optimization, Vol.13, 1998, pp. 455-492.
10. Jeong, S., Murayama, M., and Yamamoto, K., "Efficient Optimization Design Method Using Kriging Model," Journal of Aircraft, Vol.42, 2005, pp. 413-420.
11. Matthias, S., "Computer Experiments and Global Optimization," Ph.D Dissertation, Statistic and Actuarial Science Dept., University of Waterloo, Waterloo, Ontario, 1997.
12. Mckay, M. D., Beckman, R. J., and Conover, W. J., "A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code," Technometric, Vol. 21, No. 2, 1979, pp. 239-245.
13. Murayama, M., Nakahashi, K., and Matsushima, K., "Unstructured Dynamic Mesh for Large Movement and Deformation," AIAA Paper 2002-0122, 2002.
14. Yamazaki, W., Matsushima, K., and Nakahashi, K., "Aerodynamic Optimization of NEXST-1 SST Model at Near-Sonic Regime," AIAA Paper 2004-0034, 2004.
15. Ito, Y. and Nakahashi, K., "Direct Surface Triangulation Using Stereolithography Data," AIAA Journal, Vol. 40, No. 3, 2002, pp. 490-496.
16. Sharov, D. and Nakahashi, K., "A Boundary Recovery Algorithm for Delaunay Tetrahedral Meshing," Proceedings of the 5th International Conference on Numerical Grid Generation in Computational Field Simulations, 1996, pp. 229-238.
17. Kohonen, T., Self-Organizing Maps, Springer, Berlin, Heidelberg, 1995.
18. Jeong, S., Chiba, K., and Obayashi, S., "Data Mining for Aerodynamic Design Space," Journal of Aerospace Computing, Information, and Communication, Vol. 2, 2005, pp. 452-469.