In-flight fault detection and isolation in aircraft flight control systems

IEEE Aerospace Conference Proceedings

Volumn 2005, Issue , 2005, Pages 3555-3565

  Azam, Mohammad ^a   Pattipati, Krishna ^a   Allanach, Jeffrey ^a   Poll, Scott ^b   Patterson Hine, Ann ^b  

^a University of Connecticut   (United States)

^b NASA AMES RESEARCH CENTER   (United States)

Author keywords

FDI; Neural flight controller; Real time decision fusion; Wavelet transform

Indexed keywords

COMPUTER SIMULATION; FEATURE EXTRACTION; FLIGHT DYNAMICS; FLIGHT SIMULATORS; MATHEMATICAL MODELS; REAL TIME SYSTEMS; WAVELET TRANSFORMS;

DIAGNOSTIC TESTS; FAULT DETECTION AND ISOLATION (FDI); NEURAL FLIGHT CONTROLLER; REAL-TIME DECISION FUSION;

AIRCRAFT;

EID: 33751537118     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2005.1559659     Document Type: Conference Paper

References (9)

1. J. Kaneshige, J. Bull and J. Totah, "Generic Neural Flight control and Autopilot System", Journal of American Institute of Aeronautics and Astronautics, 2000, AIAA-2000-4281
2. V. Venkatasubramanian, R. Rengaswamy, K. Yin, and S.N. Kavuri, "A review of process fault detection and diagnosis:Part I: Quantitative model-based methods" Computers & Chemical Engineering, vol. 27, pp. 293-311, 2003.
3. J. Luo, F. Tu, M. Azam, K. Pattipati, P. K. Willett, L. Qiao, M Kawamoto, "Intelligent Model-based Diagnostics for Vehicle Health Management", SPIE Conference on Fault Diagnosis, Prognosis and System Health Management, Orlando, Florida, April 2003.
4. J. D. Boskovic and R. K. Mehra, "Stable Multiple Model Adaptive Flight Control for Accommodation of a Large Class of Control Effector Failures", Proceedings of American Control Conference, pp.1920-1924, San Diego, CA, June 1999.
5. R. T. Rysdyk, and A. J. Calise, Fault Tolerant Flight Control via Adaptive Neural Network Augmentation", AIAA 98-4483, August, 1998.
6. A M. Basseville and I. V. Nikiforov, "Detection of Abrupt Changes: Theory and Application", Prentice Hall Information and System Sciences Series, NJ, USA, 1993.
7. I. Daubechies, "The wavelet transform, time-frequency localization and signal analysis", IEEE Trans. Inf. Theory, vol. 36, pp. 961-1005, 1990.
8. A. M. Reza, From Fourier Transform to Wavelet Transform:Basic Concepts White Paper, Spire Lab, UWM, Oct. 1999.
9. Qualtech System's website: http://teamqsi.com/publications.htm