Predictive fault diagnosis system for intelligent and robust health monitoring

AIAA Infotech at Aerospace 2010

Volumn , Issue , 2010, Pages

  Lin, Ching Fang ^a   Figueroa, Fernando ^b   Colgren, Richard ^c   Oonk, Stephen ^a  

^a AMERICAN GNC CORPORATION   (United States)

^b STENNIS SPACE CENTER   (United States)

^c University of Kansas   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED ANALYTICS; FAILURE ANALYSIS; FAULT TOLERANT COMPUTER SYSTEMS; FLOW OF FLUIDS; FUZZY INFERENCE; FUZZY LOGIC; FUZZY SETS; HEALTH; ROCKETS; STATE SPACE METHODS;

ANALYTICAL REDUNDANCY; FAULT DIAGNOSIS SYSTEMS; LIQUID ROCKET ENGINES; NEURAL ARCHITECTURES; NEURO-FUZZY ALGORITHMS; REMAINING USEFUL LIVES; RULE-BASED KNOWLEDGE; STATE SPACE REPRESENTATION;

FAULT DETECTION;

EID: 78650014097     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2010-3399     Document Type: Conference Paper

References (16)

1. Lin, C. F., Modern Navigation, Guidance, and Control Processing, PTR Prentice-Hall, Englewood Cliffs, NJ, 1990, pp. 137-138.
2. Lin, C. F., Advanced Control System Design, PTR Prentice-Hall, Englewood Cliffs, NJ, 1993, pp. 596-597.
3. Haselmaier, L.H., Field, R.E., Ryan, H.M., and Dickey, J.C., "Overview of Propellant Delivery Systems at the NASA John C. Stennis Space Center" 42nd AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, 9-12 Jul. 2006, Sacramento, CA, United States.
4. Lozano-Tovar, P.C., "Dynamic Models for Liquid Rocket Engines with Health Monitoring Application", MS Thesis, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, MA, June 1998.
5. Intelligent System Detection and Monitoring, American GNC Corporation, Independent Research and Development (IR&D) Report, September 1994.
6. Da, R., and Lin, C. F., "A New Failure Detection Approach and Its Application to GPS Autonomous Integrity Monitoring," IEEE Trans. Aerospace and Electronics Systems, Vol. 31, No. 2, January 1995, pp. 499-506.
7. Da, R., and Lin, C. F., "Failure Detection and Isolation Structure for Global Positioning System Autonomous Integrity Monitoring," AIAA Journal of Guidance, Control, and Dynamics, Vol. 18, No. 2, March-April 1995, pp. 291-297.
8. Da, R., and Lin, C. F., "GPS: Sensitivity Analysis Algorithm for the State Chi-Square Test," AIAA Journal of Guidance, Control, and Dynamics, G96-029, Vol. 19, No. 1, January-February 1996, pp. 219-222.
9. Da, R., and Lin, C. F., "A GPS Failure Diagnosis System Using ARTMAP Neural Networks," AIAA Journal of Guidance, Control, and Dynamics, Vol. 18, No. 4, July-August 1995, pp. 696-701.
10. Duyer, A., Eldem, V., Merrill, W. C., and Guo, T., "State Space Representation of the Open-Loop Dynamics of the Space Shuttle Main Engine," Transactions of the ASME Journal of Dynamic Systems, Measurement, and Control, Vol. 113, pp. 684-690, December 1991.
11. Jensen, J. A., "Robust Discrete Estimation of the Space Shuttle Main Engine", MS Thesis, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, MA, June 1996.
12. Goodwin, G.C., and Payne, R.L., Dynamic System Identification - Experiment Design and Data Analysis, Academic Press, New York, 1977.
13. Carpenter, G. A., Grossberg, S., Markuzon, N., Reynolds, J. H., and Rosen, D. B., "Fuzzy ARTMAP: "A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps," IEEE Transactions on Neural Networks, Vol. 3, No. 5, September 1992, pp. 698-713.
14. Vakil-Baghmisheh, M. T., and Pavesic, N., "A Fast Simplified Fuzzy ARTMAP Network", Neural Processing Letters, Kluwer Academic Publishers, 17: 2003, pp. 273-316.
15. Samhouri, M., Al-Ghandoor, A., Ali, S.A., Hinti, I., Massad, W., "An Intelligent Machine Condition Monitoring System Using Time Based Analysis: Neuro-Fuzzy Versus Neural Network" Jordon Journal of Mechanical and Industrial Engineering, Vol. 3, No. 4, December 2009, pp. 294-305.
16. Jarrah, M.A., Al-Assaf, Y., El Kadi, H., "Neuro-Fuzzy Modeling of Fatigue Life Prediction of Unidirectional Glass Fiber/Epoxy Composite Laminates", Journal of Composite Materials, Vol. 36, No. 6, 2002, pp. 685-700.