A dynamic recurrent neural network fault diagnosis and isolation architecture for satellite's Actuator/thruster failures

Lecture Notes in Computer Science

Volumn 3498, Issue III, 2005, Pages 574-583

  Li, Li ^a   Ma, Liying ^a   Khorasani, Khashayar ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ACTUATORS; COMPUTER SIMULATION; CONTROL SYSTEMS; SATELLITES;

ACTUATOR FAILURE; DYNAMICALLY DRIVEN RECURRENT NEURAL NETWORK (DDRNN); FAULT DIAGNOSIS AND ISOLATION (FDI); SATELLITE ACTUATORS;

RECURRENT NEURAL NETWORKS;

EID: 24944446299     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427469_92     Document Type: Conference Paper

References (6)

1. BoŠkovi, J.D., Li, S.M., Mehra, R.K.: Intelligent Control of Spacecraft in the Presence of Actuator Failure. Proceedings of the 38th IEEE Conference on Decision and Control, 5 (1999) 4472-4477
2. Hughes, P. C.: Spacecraft Attitude Dynamics (1986)
3. Haykin, S.: Neural Networks: A Comprehensive Foundation (1999)
4. Brown, G. M., Bernard, D. E., Rasmussen, R. D.: Attitude and Articulation Control for the Cassini Spacecraft: A Fault Tolerance Overview. Digital Avionics Systems Conference, (1995)
5. Elman, J. L., Finding Structure in Time. Cogn. Sci., 14 (1990) 179-211
6. Wilson, E., Rock, S. M.: Reconfigurable Control of a Free-flying Space Robot Using Neural Networks. Proceedings of 1995 American Control Conference, 2 (1995) 1355-1359