Optimal sensor selection for health monitoring systems

41st AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit

Volumn , Issue , 2005, Pages

  Santi, L Michael ^a   Sowers, T Shane ^b   Aguilar, Robert B ^c,d  

^a CHRISTIAN BROTHERS UNIVERSITY   (United States)

^b NASA GLENN RESEARCH CENTER   (United States)

^c BOEING COMPANY   (United States)

^d UNITED TECHNOLOGIES CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX SYSTEMS; CONCEPTUAL FOUNDATIONS; DESIGN PHASE; DIAGNOSTIC PERFORMANCE; GLENN RESEARCH CENTER; HEALTH ASSESSMENTS; HEALTH MONITORING SYSTEM; HIGH FIDELITY SYSTEMS; IN-SPACE PROPULSION; MODEL-BASED; NEXT GENERATION LAUNCH TECHNOLOGIES; OPTIMAL SENSOR; OPTIMIZATION PROCESS; RISK REDUCTIONS; SENSOR DATA; SENSOR SELECTION; SENSOR SUITE;

HEALTH; NASA; OPTIMIZATION; PLANNING; ROCKET ENGINES; SENSORS; SPACECRAFT PROPULSION;

HEALTH RISKS;

EID: 77957824339     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (33)

1. Campbell, G., Johnson, J., Obleski, M., and Puening, R., "Rocket Engine Condition Monitoring System (RECMS)," Final Report - SHM Design Methodology, Pratt & Whitney MCR-92-5014, October 30, 1992.
2. rd Edition, The Johns Hopkins University Press, Baltimore, MD, 1996.
3. Volponi, A., "Gas path analysis: an approach to engine diagnostics," Symposium of Mechanical Failures Prevention Group, Gaithersburg, MD, 1982.
4. Doel, D., "An Assessment of Weighted-Least-Squares-Based Gas Path Analysis," Journal of Engineering for Gas Turbines and Power, Vol. 116, 1994, pp. 366-373.
5. Doel, D., "TEMPER - a Gas-Path Analyis Tool for Commercial Jet Engines," Transactions of the ASME, Vol. 116, 1994, pp. 82-89.
6. Mathioudakis, K., Stamatis, A., Berios, G., and Papailiou, K., "Jet Engine Fault Detection With Discrete Operating Points Gas Path Analysis," Journal of Propulsion, Vol.7, 1991, pp.1043-1048.
7. th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, July, 2000.
8. th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, July, 2001.
9. Mathioudakis, K. and Kamboukos, P., "Assessment of the Effectiveness of Gas Path Diagnostic Schemes," Proceedings of ASME Turbo Expo 2004 - Power for Land, Sea, and Air, Vienna, Austria, June, 2004.
10. Skogestad, S. and Postlethwaite, I., Multivariable Feedback Control, John Wiley & Sons, Ltd., Chichester, West Sussex, England, 1996.
11. Kailath, T., Linear Systems, Prentice-Hall, Englewood Clifis, New Jersey, 1980.
12. Zhou, K., Doyle, J., and Glover, K., Robust and Optimal Control, Prentice-Hall, Upper Saddle Creek, 1996.
13. Muller, P. and Weber, H., "Analysis and Optimization of Certain Qualities of Controllability and Observability for Linear Dynamical Systems, Automatica, Vol. 8, 1972, pp.237-246.
14. Dochain, D., Tali-Manaar, N. and Babary, J., "On Modeling, Monitoring and Control of Fixed Bed Bioreactors, Computers and Chemical Engineering, Vol. 21, 1997, pp. 1255-1266.
15. van den Berg, F., Hoefsloot, H., Boelens, H., and Smilde, A., "Selection of Optimal Sensor Position in a Tubular Reactor Using Robust Degree of Observability Criteria," Chemical Engineering Science, Vol. 55, 2000, pp. 827-837.
16. Chen, W. and Seinfeld, J., "Optimal Location of Process Measurements," Chemical Engineering Science, Volume 32, 1975, pp. 1035-1049.
17. Aidarous, S., Gevers, M., and Installe, M, "Optimal Sensors' Allocation Strategies for a Class of Stochastic Distributed Systems," International Journal of Control, Vol. 22, 1975, pp. 197-213.
18. Kumar, S. and Seinfeld, J., "Optimal Location of Measurements for Distributed Parameter Systems," IEEE Transactions on Automatic Control, Vol. AC-23, 1978, pp. 690-698.
19. Grewal, M. and Andrews, A., Kalman filtering theory and practice, Prentice-Hall, Englewood Cliffs, New Jersey, 1993.
20. Litt, J., "Sensor Placement for Aircraft Propulsion System Health Management," NASA TM, in review.
21. rd Edition, John Wiley & Sons, New York, 1997.
22. Bhushan, M. and Rengaswamy, R, "Design of Sensor Network Based on the Signed Directed Graph of the Process for Efficient Fault Diagnosis," Industrial and Engineering Chemistry Research, Vol. 39, 2000, pp. 999-1019.
23. Bhushan, M. and Rengaswamy, R., "Comprehensive Design of Sensor Network for Chemical Plants Based on Reliability Criteria: I. Framework," Industrial and Engineering Chemistry Research, Vol. 41, No. 7, 2002, pp. 1826-1839.
24. Bhushan, M. and Rengaswamy, R., "Comprehensive Design of Sensor Network for Chemical Plants Based on Reliability Criteria: II. Applications," Industrial and Engineering Chemistry Research, Vol. 41, No. 7, 2002, pp. 1840-1860.
25. Narasimhan, S., Mosterman, P.J., and Biswas, G., "A Systematic Analysis of Measurement Selection Algorithms for Fault Isolation in Dynamic Systems," Ninth Intl. Workshop on Principles of Diagnosis, Cape Cod, MA, May, 1998, pp. 94-101.
26. th International Workshop on Principles of Diagnosis, Carcassonne, France, June, 2004.
27. Yan, Y., "Sensor Placement and Diagnosability Analysis at Design Stage," National Research Council of Canada, NRC 47160, 2004.
28. Yoo, T.-S. and Lafortune, S., "NP-Completeness of Sensor Selection Problems Arising in Partially Observed DiscreteEvent Systems," IEEE Transactions on Automatic Control, Vol. 47, 2002, pp. 1495-1499.
29. Papadimitriou, C. and Steiglitz, K., Combinatorial Optimization: Algorithms and Complexity, Dover, New York, 1998.
30. Goldberg, D., Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, 1989.
31. More, J., "The Levenberg-Marquardt Algorithm, Implementation and Theory" in Numerical Analysis, G. A. Wateeo, editor, Lecture Notes in Mathematics 630, Springer-Verlag, 1977.
32. th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, June, 1999.
33. Aguilar, R. and Garcia, R, "Strategy for Artificially Intelligent Health Monitoring of a Large Reusable Rocket Engine," ADIUS (Applied Dynamics Users Society), Incline Village, Nevada, June, 1992.