Some applications of artificial neural networks in modeling of nonlinear aerodynamics and flight dynamics

35th Aerospace Sciences Meeting and Exhibit

Volumn , Issue , 1997, Pages

  Steck, James E ^a   Rokhsaz, Kamran ^a  

^a Wichita State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMIC STALLING; AEROSPACE ENGINEERING; AIRCRAFT CONTROL; AIRFOILS; ANGLE OF ATTACK; ANGLE OF ATTACK INDICATORS; DELTA WING AIRCRAFT; DYNAMICS; FIGHTER AIRCRAFT; FLIGHT DYNAMICS; NEURAL NETWORKS; NONLINEAR ANALYSIS; REAL TIME SYSTEMS;

COMPUTATIONAL DEVICES; DYNAMIC CHARACTERISTICS; DYNAMICS AND CONTROL; HIGH ANGLE OF ATTACK; MODELING AND VALIDATION; NON-LINEAR AERODYNAMICS; TRANSIENT PERFORMANCE; UNSTEADY AERODYNAMICS;

AERODYNAMICS;

EID: 84983201161     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Wasserman, Philip D., Neural Computing Theory and Practice, Van Nostrand Reinhold, New York, NY, 1989.
2. Using Nworks, Neural Works Professional II/Plus and Neural Works Explorer, Neural Ware, Inc., Pittsburgh, PA, 1991.
3. Leishman, J. G. and Grouse, G. L., "State-Space Model for Unsteady Airfoil Behavior and Dynamic Stall," A1AA Paper 89-1319-CP, AIAA Structures, Structural Dynamics, and Materials Conference, Mobile, AL, April 1989.
4. Rokhsaz, K. and Steck, I.E., "Use of Neural Networks in Control of High Alpha Maneuvers," AIAA Journal of Guidance, Control and Dynamics, Vol. 16, № 5, September-October 1993, pp 934-939.
5. Jarrah, M. A. and Ashley, Holt, "Impact of Unsteadiness on Maneuvers and Loads of Agile Aircraft," AIAA Paper 89-1282-CP, AIAA Structures, Structural Dynamics, and Materials Conference, Mobile, AL, April 1989.
6. Huang, S. Y., Miller, L. S., and Steck, J. E., "An Exploratory Application of Neural Networks to Airfoil Design," AIAA 32nd Aerospace Sciences Meeting and Exposition, Reno, NV, January 1994.
7. Eppler, R. Airfoil Design and Data, Springer-Verlag, New York, NY, 1990.
8. McMillen, R. L., Steck, J. E., Rokhsaz, K., "Application of an Artificial neural network as a Flight Test Data Estimator", AIAA Journal of Aircraft, Vol. 32, № 5, September-October 1995, pp. 1088-1094.
9. McMillen, R. L., Application of an Artificial Neural Network as a Flight Test Data Estimator, M.S. Thesis, Department of Aerospace Engineering, Wichita State University, 1994.
10. Steck, James E., Rokhsaz, Kamran, and Shue, Shyh-Pyng, "Linear and Neural Network Feedback for Flight Control Decoupling", IEEE Contorl Systems, Vol. 16, № 4, August 1996, pp. 22-30.