Multi-objective aerodynamic exploration of elements' setting for high-lift airfoil using kriging model

Journal of Aircraft

Volumn 44, Issue 3, 2007, Pages 858-864

  Kanazaki, Masahiro ^a,d,e   Tanaka, Kentaro ^b,f   Jeong, Shinkyu ^c,e,g   Yamamoto, Kazuomi ^a,d,e  

^a JAPAN AEROSPACE EXPLORATION AGENCY   (Japan)

^b Institute of Aeronautical Technology   (Japan)

^c TOHOKU UNIVERSITY   (Japan)

^d Aviation Program Group   (Japan)

^e AIAA   (United States)

^f Engineering Solution Division   (Japan)

^g Institute of Fluid Science   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

AIRFOILS; DATA MINING; FUNCTIONAL ANALYSIS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; NAVIER STOKES EQUATIONS;

COMPUTATIONAL COST; EXPECTED IMPROVEMENT (EI) VALUE; HIGH-LIFT SYSTEM; KRIGING MODEL;

AERODYNAMICS;

EID: 34547190201     PISSN: 00218669     EISSN: 15333868     Source Type: Journal    
DOI: 10.2514/1.25422     Document Type: Article

References (18)

1. van Dam, C. P., "The Aerodynamic Design of Multi-Element High-Lift Systems for Transport Airplanes," Progress in Aerospace Sciences, Vol. 38, No. 2, Feb. 2002, pp. 101-144.
2. Smith, A. M. O., "High-Lift Aerodynamics," Journal of Aircraft, Vol. 12, No. 6, 1975, pp. 501-530.
3. Murayama, M., Lei, Z., Mukai, J., and Yamamoto, K., "CFD Validation for High Lift Devices: Three-Element Airfoil," Transactions of the Japan Society for Aeronautical and Space Sciences, Vol. 49, No. 163, May 2006, pp. 40-48.
4. Mani, M., and Bushm R. H., "Overlapping Grid Method for High-Lift and Store Carriage Applications," AIAA Paper 93-3428, 1993.
5. Mathias, D. L., and Cummings, R. M., "Navier-Stokes Analysis of the Flow About a Flap Edge," Journal of Aircraft, Vol. 35, No. 6, 1998, pp. 833-838.
6. Eyi, S., Lee, K. D., Rogers, S. E., and Kwak, D., "High-Lift Design Optimization Using Navier-Stokes Equations," Journal of Aircraft, Vol. 33, No. 3, 1996, pp. 499-504.
7. Jeong, S., Murayama, M., and Yamamoto, K., "Efficient Optimization Design Method Using Kriging Model," Journal of Aircraft, Vol. 42, No. 2, 2005, pp. 413-420.
8. Imamura, T., Enomoto, S., and Yamamoto, K., "3D Unsteady Flow Computations in a Slat Cove Using Large Eddy Simulation," AIAA Paper 2006-2668, 2006.
9. Yokokawa, Y., Murayama, M., Ito, T., and Yamamoto, K., "Experiment and CFD of a High-Lift Configuration Civil Aircraft Model," AIAA Paper 2006-3452, 2006.
10. Ura, H., Yokokawa, Y., and Ito, T., "Phased Array Measurement of High Lift Device in Low Speed Wind Tunnel," AIAA Paper 2006-2565, 2006.
11. Donald, R., J., Matthias, S., and William, J. W., "Efficient Global Optimization of Expensive Black-Box Function," Journal of Global Optimization, Vol. 13, No. 4, Dec. 1998, pp. 455-492.
12. Hiroyasu, T., Miki, M., and Watanabe, S., "The New Model of Parallel Genetic Algorithm in Multi-Objective Optimization Problems (Divided Range Multi-Objective Genetic Algorithm)," IEEE Proceedings of the Congress on Evolutionary Computation 2000, Vol. 1, IEEE Publications, Piscataway, NJ, 2000, pp. 333-340.
13. Kanazaki, M., Obayashi, S., and Nakahashi, K., "Exhaust Manifold Design with Tapered Pipes Using Divided Range MOGA," Engineering Optimization, Vol. 36, No. 2, 2004, pp. 149-164.
14. Takaki, R., Yamamoto, K., Yamane, T., Enomoto, S. and Mukai, J., "The Development of the UPACS CFD Environment," High Performance Computing, Proceedings of ISHPC 2003, Springer, New York, 2003, pp. 307-319.
15. Spalart, P. R., and Allmaras, S. R., "A One-Equation Turbulent Model for Aerodynamic Flow," AIAA Paper 92-0439, 1992.
16. Crumpton, P. I., and Giles, M. B., "Implicit Time Accurate Solutions on Unstructured Dynamic Grids," AIAA Paper 95-1671-CP, 1995, pp. 284-294.
17. 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," Technometrics, Vol. 21, No. 2, 1979, pp. 239-245.
18. Sack, J., Welch, W. J., Mitchell, T. J., and Wynn, H. P., "Design and Analysis of Computer Experiments (with Discussion)," Statistical Science, Vol. 4, No. 4, Nov. 1989, pp. 409-435.