Stable fault-tolerant adaptive fuzzy/neural control for a turbine engine

作者: Yixin Diao , K.M. Passino

DOI: 10.1109/87.918902

关键词:

摘要: Stimulated by the growing demand for improving reliability and performance of systems, fault-tolerant control has been receiving significant attention since its goal is to detect occurrence faults achieve satisfactory system in presence faults. To develop an intelligent system, we begin constructing a design model using hierarchical learning structure form Takagi-Sugeno fuzzy systems. Afterwards, scheme designed based on stable adaptive fuzzy/neural control, where online capabilities are used capture unknown dynamics caused Finally, effectiveness proposed methods studied extensive analysis zero asymptotic tracking abilities both indirect direct cases, "component level model" simulation General Electric XTE46 turbine engine.

参考文章(34)
Kevin M. Passino, Panos J. Antsaklis, An introduction to intelligent and autonomous control Kluwer Academic Publishers. ,(1993)
Ron J. Patton, Fault-Tolerant Control: The 1997 Situation IFAC Proceedings Volumes. ,vol. 30, pp. 1029- 1051 ,(1997) , 10.1016/S1474-6670(17)42536-5
R.J. Patton, J. Chen, H.Y. Zhang, Modelling methods for improving robustness in fault diagnosis of jet engine system [1992] Proceedings of the 31st IEEE Conference on Decision and Control. pp. 2330- 2335 ,(1992) , 10.1109/CDC.1992.371376
T.E. Menke, P.S. Maybeck, Sensor/actuator failure detection in the Vista F-16 by multiple model adaptive estimation IEEE Transactions on Aerospace and Electronic Systems. ,vol. 31, pp. 1218- 1229 ,(1995) , 10.1109/7.464346
Ahmet Duyar, Vasfi Eldem, Walter Merrill, Ten-Huei Guo, Fault detection and diagnosis in propulsion systems - A fault parameter estimation approach Journal of Guidance Control and Dynamics. ,vol. 17, pp. 104- 108 ,(1994) , 10.2514/3.21165
W. D. Morse, K. A. Ossman, Model following reconfigurable flight control system for the AFTI/F-16 Journal of Guidance Control and Dynamics. ,vol. 13, pp. 969- 976 ,(1990) , 10.2514/3.20568
Ahmet Duyar, Walter Merrill, Fault diagnosis for the Space Shuttle main engine Journal of Guidance Control and Dynamics. ,vol. 15, pp. 384- 389 ,(1992) , 10.2514/3.20847
Yoshimasa Ochi, Kimio Kanai, Design of restructurable flight control systems using feedback linearization Journal of Guidance Control and Dynamics. ,vol. 14, pp. 903- 911 ,(1991) , 10.2514/3.20730
R. J. Patton, J. Chen, Robust fault detection of jet engine sensor systems using eigenstructure assignment Journal of Guidance Control and Dynamics. ,vol. 15, pp. 1491- 1497 ,(1992) , 10.2514/3.11413