Knowledge discovery for flyback-booster aerodynamic wing design using data mining

Journal of Spacecraft and Rockets

Volumn 45, Issue 5, 2008, Pages 975-987

  Chiba, Kazuhisa ^a,c   Obayashi, Shigeru ^b,d  

^a JAPAN AEROSPACE EXPLORATION AGENCY   (Japan)

^b TOHOKU UNIVERSITY   (Japan)

^c Aviation Program Group

^d Institute of Fluid Science

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; AEROSPACE VEHICLES; BOOSTERS (ROCKET); CONFORMAL MAPPING; DESIGN; MULTIOBJECTIVE OPTIMIZATION; REUSABILITY; ROUGH SET THEORY; SELF ORGANIZING MAPS;

AERODYNAMIC DESIGN OPTIMIZATION; EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION; NONDOMINATED SOLUTIONS; OBJECTIVE FUNCTIONS; OPTIMIZATION PROBLEMS; REUSABLE LAUNCH VEHICLES; SHAPE DESIGN VARIABLES; TWO STAGE TO ORBITS;

DATA MINING;

EID: 54249166212     PISSN: 00224650     EISSN: 15336794     Source Type: Journal    
DOI: 10.2514/1.28511     Document Type: Conference Paper

References (21)

1. Holden, C. M. E., and Keane, A. J., "Visualization Methodologies in Aircraft Design," AIAA Paper 2004-4449, 2004.
2. Obayashi, S., Jeong, S., and Chiba, K., "Multi-Objective Design Exploration for Aerodynamic Configurations," ATAA Paper 2005-4666, 2005.
3. Powell, R. W., Lockwood, M. K., and Cook, S. A., "Road from the NASA Access-to-Space Study to a Reusable Launch Vehicle," International Astronautical Federation Paper 98-V.4.02, 1998. [4] Staniszewski, E. A., "Semireusable Launch Vehicle: A Next-Generation Launch Vehicle?," Journal of Spacecraft and Rockets, Vol. 38, No. 3, 2001, pp. 368-373.
4. Sippel, M., Herbertz, A., Kauffmann, J., and Schmid, V., "Analysis of Liquid Fly-Back Booster Performance," AIAA Paper 99-4827, 1999.
5. Watanabe, A., and Shiraizu, T., "System Design and Program Status of the H-IIA Rocket," International Astronautical Federation Paper 97-V.1.04, 1997.
6. Iwata, T., Sawada, K., and Kamijo, K., "Conceptual Study of Rocket Powered TSTO with Fly-Back Booster," AIAA Paper 2003-4813, 2003.
7. Ito, Y., and Nakahashi, K., "Direct Surface Triangulation Using Stereolithography Data," AIAA Journal, Vol. 40, No. 3, 2002, pp. 490-496.
8. Ito, Y., and Nakahashi, K., "Improvements in the Reliability and Quality of Unstructured Hybrid Mesh Generation," International Journal for Numerical Methods in Fluids, Vol. 45, No. 1, 2004, pp. 79-108. doi:10.1002/fld.669
9. Dacles-Mariani, J., Zilliac, G. G., Chow, J. S., and Bradshaw, P., "Numerical/Experimental Study of a Wingtip Vortex in the Near Field," AIAA Journal, Vol. 33, No. 9, 1995, pp. 1561-1568. doi:10.2514/3.12836
10. Sasaki, D., and Obayashi, S., "Efficient Search for Trade-Offs by Adaptive Range Multi-Objective Genetic Algorithms," Journal of Aerospace Computing, Information, and Communication, Vol. 2, No. 1, 2005, pp. 44-64. doi:10.2514/1.12909
11. Chiba, K., Obayashi, S., and Nakahashi, K., "Design Exploration of Aerodynamic Wing Shape for Reusable Launch Vehicle Flyback Booster," Journal of Aircraft, Vol. 43, No. 3, 2006, pp. 832-836. doi:10.2514/1.12/82
12. Kohonen, T., Self-Organizing Maps, Springer, Berlin, 1995.
13. Deboeck, G., and Kohonen, T., Visual Explorations in Finance with Self-Organizing Maps, Springer Finance, London, 1998.
14. Pampalk, E., Rauber, A., and Merkl, D., "Content-Based Organization and Visualization of Music Archives," Proceedings of the 10th International Conference on Multimedia, Assoc. for Computing Machinery Press, New York, 2002, pp. 570-579.
15. Obayashi, S., and Sasaki, D., "Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map," 2nd International Conference on Evolutionary Multi-Criterion Optimization, LNCS 2632, Springer-Verlag Heidelberg, Germany, 2003, pp. 796-809.
16. Chiba, K., Oyama, A., Obayashi, S., Nakahashi, K., and Morino, H., "Multidisciplinary Design Optimization and Data Mining for Transonic Regional-Jet Wing," Journal of Aircraft, Vol. 44, No. 4, 2007, pp. 1100-1112. doi:10.2514/1.17549
17. Jones, D. R., Schonlau, M., and Welch, W. J., "Efficient Global Optimization of Expensive Black-Box Functions," Journal of Global Optimization, Vol. 13, No. 4, 1998, pp. 455-492. doi:10.1023/A:1008306431147
18. 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. doi:10.2514/1.6386
19. Pawlak, Z., "Rough Sets," International Journal of Computer and Information Sciences, Vol. 11, No. 5, 1982, pp. 341-356. doi:10.1007/BF01001956
20. Kusiak, A., "Rough Set Theory: A Data Mining Tool for Semiconductor Manufacturing," IEEE Transactions on Electronics Packaging Manufacturing, Vol. 24, No. 1, 2001, pp. 44-50. doi:10.1109/6104.924792
21. Øhrn, A., "Discemibility and Rough Sets in Medicine: Tools and Applications," Ph.D. Dissertation, Dept. of Computer and Information Science, Norwegian Univ. of Science and Technology, Trondheim, Norway, 1999.