A CFD assessment of classifications for hypersonic inlet start/unstart phenomena

Aeronautical Journal

Volumn 113, Issue 1142, 2009, Pages 263-271

  Chang, J ^a   Yu, D ^a   Bao, W ^a   Xie, Z ^a   Fan, Y ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL FLUID DYNAMICS; FLIGHT CONTROL SYSTEMS; HYPERSONIC FLOW; MEMBERSHIP FUNCTIONS; SUPPORT VECTOR MACHINES;

CLASSIFICATION ACCURACY; CLASSIFICATION SYSTEM; FREESTREAM CONDITIONS; FUSION CLASSIFICATION; GROUND AND FLIGHT TESTS; MEASUREMENT SYSTEM; MULTIPLE CLASSIFIERS; PROBABILISTIC OUTPUT;

HYPERSONIC INLETS;

EID: 67649853271     PISSN: 00019240     EISSN: None     Source Type: Journal    
DOI: 10.1017/S0001924000002931     Document Type: Article

References (34)

1. CAMPBELL, D.H. F-12 series aircraft propulsion system performance and development, J Aircr, 1974,11, (11), pp 670-676.
2. SEDDON, J. and GOLDSMITH, E.L. Intake Aerodynamics, 1989, pp 149-168, AIAA Educational Series, AIAA, Washington DC.
3. MAYER, D. and PAYNTER, G.C. Prediction of supersonic inlet unstart caused by freestream disturbances, AIAA J, 1995, 33, (2), pp 266-275.
4. MAYER, D. and PAYNTER, G.C. Boundary conditions for unsteady supersonic inlet analyses, AIAA J, 1994,32, (6), pp 1200-1206.
5. NEAVES, M.D., MCRAE, D.S. and EDWARDS, J.R. High-speed inlet unstart calculations using an implicit solution adaptive mesh algorithm, January 2001, AIAA Paper 2001-0825.
6. BENSON, R.A. and MCRAE, D.S. Numerical simulations of the unstart phenomenon in supersonic inlet/diffuser, June 1993, AIAA Paper 1993-2239.
7. ZHA, G.C., KNIGHT, D. and SMITH, D. Numerical investigations of high speed civil transport inlet unstart transient at angle of attack, AIAA J Aircr, 1998,35, (6), pp 851-856.
8. ZHA, G.C., KNIGHT, D. and SMITH, D. Numerical simulation of high speed civil transport inlet operability with angle of attack, AIAA J Aircr, 1998,36, (7), pp 1223-1229.
9. COX, C., LEWIS, C. and PAP. R. Prediction of unstart phenomena in hypersonic aircraft, April 1995, AIAA Paper 1995-6018.
10. CHANG, J., YU, D., BAO, W. and QU, L. Dimensionless analysis of the unstart boundary for 2D mixed hypersonic inlets, Aeronaut J, 2008, 112,(1135), pp 547-555.
11. SCHMITZ, D.M. and BISSINGER, N.C. Design and testing of fixed geometry hypersonic intakes, April 1998, AIAA Paper 1998-1529.
12. VAN WIE, D.M. and KWOK, F.T. Starting characteristics of supersonic inlets, July 1996, AIAA Paper 1996-2914.
13. RREINARTZ, B.U. and HERRMANN, C.D. Aerodynamic performance analysis of a hypersonic inlet isolator using computation and experiment, J Propul and Power, 2003,19, (5), pp 868-875.
14. EMANI, S. and TREXLER, C.A. Experimental investigation of inlet combustor isolators for a dual-mode scramjet at a Mach number of 4, May 1995, NASA Technical Paper 3502.
15. HAWKINS, W. R. and MARQUART, E.J. Two-dimensional generic inlet unstart detection at Mach 2.5-5.0, April 1995, AIAA Paper 1995-6019.
16. YU, D., CHANG, J., BAO, W. and XIE, Z. Optimal classifications criterions of hypersonic inlet start/unstart, J Propul and Power, 2007, 23, (2), pp 310-316.
17. VOLAND, R.T. and AUSLWNDER, A.H. CIAM/NASA Mach 6.5 scramjet flight and ground test, November 1999, AIAA Paper 1999-4848.
18. KULKARNI, S.R., LUGOSI, G. and VENKATESH, S.S. Learning pattern classification-a survey, IEEE Transactions on Information Theory, 1998, 44, (6), pp 2178-2206.
19. DRIKAKIS, D. Advances in turbulent flow computations using highresolution methods, Progress in Aerospace Science, 2003,39, pp 405-424.
20. HERRMANNC.D. and KOSVHEL, W.W. Experimental investigation of the internal compression of a hypersonic intake, AIAA Paper 2002-4130.
21. CUI, T., YU, D., CHANG, J. and BAO, W. Topological geometry interpretation of hypersonic inlet starl/unstart- catastrophe, hysteresis and bifurcation, AIAA JAircr, 2008,45, (4), pp 1464-1468.
22. TRAPIER, S., DUVEAU, P. and DECK, S. Experimental study of supersonic inlet buzz, AIAA J, 2006,44, (10), pp 2354-2365.
23. TAN, H.J. and GUO, R.W. Experimental study of the unstable-unstarted condition of a hypersonic inlet at Mach 6, J Propulsion and Power, 2007, 23, (4), pp 783-788.
24. WAGNER, J.L., VALDIVIA, A., YUCEIL, K.B., CLEMENS, N.T. and DOLLING, D.S. An experimental investigation of supersonic inlet unstart, 2007, AIAA Paper 2007-4352.
25. LIN, C. F. and WANG, S. D. Fuzzy support vector machines, 2002, IEEE Transaction on Neural Networks, 13, (2,), pp 464-471.
26. HUANG, H.P. and LIU, Y.H. Fuzzy Support vector machines for pattern recognition and data mining, Int J of Fuzzy Systems, 2002,4, (3), pp 826-836.
27. XIE, Z.X., HU, Q,H. and YU, D.R. Fuzzy output support vector machines for classification, advances in natural computation, 2005, First International Conference, Changsha, China, August 2005, pp 1190-1197.
28. PLATT, J.C Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods, Advances in Large Margin Classifiers, 1999, MIT Press.
29. BATTITI, R. and COLLA, A. Democracy in neural nets: Voting schemes for classification, Neural Networks, 1994, 7, (4), pp 691-707.
30. XU, L., KRZYZAK, A. and SUEN, C.Y. Method for combing multiple classifiers and their applications to handwriting recognition, IEEE Transactions on Systems, Man, and Cybernetics, 1992,22, (3), pp 418-435.
31. LV, X.G., WANG Y.H. and JAIN, A.K. Combining classifiers for face recognition, IEEE International Conference on Multimedia&Expo, July 2003, IEEE, Piscataway, NJ, pp 13-16.
32. DIETRICH, C., SCHWENKER, F. and PALM, G. Classification of time series utilizing temporal and decision fusion, February 2001, Proceedings of the Second International Workshop on Multiple Classifier Systems, Springer- Verlag, London, pp 378-387.
33. NADAL, C., LEGAULT, R. and SUEN, C.Y. Complementary algorithms for the recognition of totally unconstrained hand written numeral, June 1990, Proceedings of the 10th International Conference on Pattern Recognition, IEEE, Piscataway, NJ, pp 434-449.
34. SKURICHINA, M. and DUIN, R.P.W. Bagging, boosting and the random subspace method for linear classifiers, Pattern Analysis&Applications, 2002,5, (2), pp 121-135.