Adaptive Neural Network Based Approach for Active Flow Control
作者： Moshe Idan , Anthony J Calise , Ali T Kutai , David E Parekh , None
DOI: 10.1007/978-3-7091-2792-6_22
关键词:
摘要: This paper presents an intelligent control system architecture for micro-adaptive flow applications. The proposed adaptive non-model based approach is motivated by the difficulty in constructing accurate physical model of system. employs a Neural Network process, and novel method protecting from poorly modeled actuator nonlinearities, such as saturation hyteresis. We give simple illustration these features considering ducted rotor model.
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sci-hub.st 参考文章(23)
Michael Bryan McFarland, Adaptive nonlinear control of missiles using neural networks PhDT. ,(1997)
Eric N. Johnson, Limited authority adaptive flight control Georgia Institute of Technology. ,(2000)
A. J. Calise, Rolf Theoduor Rysdyk, Adaptive nonlinear flight control Adaptive nonlinear flight control. pp. 96- 96 ,(1998)
F. L. Lewis, Young H. Kim, High-Level Feedback Control with Neural Networks ,(1998)
E. D. Sontag, Alberto Isidori, B. W. Dickinson, M. Thoma, A. Fettweis, J. W. Modestino, J. L. Massey, Nonlinear Control Systems ,(1985)
Ken-Ichi Funahashi, On the approximate realization of continuous mappings by neural networks Neural Networks. ,vol. 2, pp. 183- 192 ,(1989) , 10.1016/0893-6080(89)90003-8
Jin Young Choi, J. Farrell, Observer-based backstepping control using online approximation american control conference. ,vol. 5, pp. 3646- 3650 ,(2000) , 10.1109/ACC.2000.879250
Manu Sharma, Anthony J Calise, Seungjae Lee, Development of a Reconfigurable Flight Control Law for the X-36 Tailless Fighter Aircraft AIAA Guidance, Navigation, and Control Conference and Exhibit. ,(2000) , 10.2514/6.2000-3940
Michael McFarland, Anthony Calise, Michael McFarland, Anthony Calise, MULTILAYER NEURAL NETWORKS AND ADAPTIVE NONLINEAR CONTROL OF AGILE ANTI-AIR MISSILES Guidance, Navigation, and Control Conference. ,(1997) , 10.2514/6.1997-3540
Anthony J. Calise, Manu Sharma, J. Eric Corban, Adaptive Autopilot Design for Guided Munitions Journal of Guidance, Control, and Dynamics. ,vol. 23, pp. 837- 843 ,(2000) , 10.2514/2.4612