Intelligent Control Approaches for Aircraft Applications

作者: Karen Gundy-Burlet , K. KrishnaKumar , John Kaneshige , Daniel Clancy , Don Soloway

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摘要: This paper presents an overview of various intelligent control technologies currently being developed and studied under the Intelligent Flight Control (IFC) program at NASA Ames Research Center. The main objective flight is to develop next generation controllers for purpose automatically compensating a broad spectrum damaged or malfunctioning aircraft components reduce law development cost time. approaches examined include: (a) direct adaptive dynamic inverse controller (b) critic-based controller. These can utilize, but do not require, fault detection isolation information. Piloted simulation studies are performed examine if techniques adequately: 1) Match flying qualities modern fly-by-wire nominal conditions; 2) Improve performance failure conditions when sufficient authority available; 3) Achieve consistent handling across envelope different configurations. Results obtained so far demonstrate potential improving significantly increasing survivability rates simulated conditions.

参考文章(14)
R. Shoureshi, Clarence W. De Silva, Control Division, Intelligent control systems 1993 : presented at the 1993 ASME Winter Annual Meeting, New Orleans, Louisiana, November 28-December 3, 1993 American Society of Mechanical Engineers. ,(1993)
Charles C. Jorgensen, James C. Ross, Peter Magnus Nørgård, Neural Network Prediction of New Aircraft Design Coefficients ,(1997)
John Kaneshige, John Bull, Edward Kudzia, Frank Burcham, Propulsion control with flight director guidance as an emergency flight control system Guidance, Navigation, and Control Conference and Exhibit. ,(1999) , 10.2514/6.1999-3962
G. Lightbody, G.W. Irwin, Direct neural model reference adaptive control IEE Proceedings - Control Theory and Applications. ,vol. 142, pp. 31- 43 ,(1995) , 10.1049/IP-CTA:19951613
S. N. Balakrishnan, Victor Biega, Adaptive-critic based neural networks for aircraft optimal control Journal of Guidance Control and Dynamics. ,vol. 19, pp. 893- 898 ,(1996) , 10.2514/3.21715
Rolf Rysdyk, Anthony Calise, FAULT TOLERANT FLIGHT CONTROL VIA ADAPTIVE NEURAL NETWORK AUGMENTATION Guidance, Navigation, and Control Conference and Exhibit. ,(1998) , 10.2514/6.1998-4483
John Kaneshige, John Bull, Joseph Totah, GENERIC NEURAL FLIGHT CONTROL AND AUTOPILOT SYSTEM 18th Applied Aerodynamics Conference. ,(2000) , 10.2514/6.2000-4281
John Kaneshige, Karen Gundy-Burlet, Peter Norvig, INTEGRATED NEURAL FLIGHT AND PROPULSION CONTROL SYSTEM AIAA Guidance, Navigation, and Control Conference and Exhibit. ,(2001) , 10.2514/6.2001-4386