Decision fusion software system for turbine engine fault diagnostics

Conference Proceedings - IEEE SOUTHEASTCON

Volumn , Issue , 2012, Pages

  Al Salah, Tulha Hasan ^a   Zein Sabatto, Saleh ^a   Bodruzzaman, Mohammad ^a  

^a Tennessee State University   (United States)

Author keywords

Decision Fusion; Fault Diagnosis; Fuzzy Logic Systems; Turbine Engines

Indexed keywords

COMPUTER CIRCUITS; CONDITION BASED MAINTENANCE; DECISION MAKING; ENGINES; FAILURE ANALYSIS; FAULT DETECTION; FUZZY LOGIC; HEALTH; SOFTWARE RELIABILITY; TURBINES;

ADVANCED DIAGNOSTIC SYSTEMS; CRITICAL COMPONENT; CURRENT TURBINES; DECISION MAKING SUBSYSTEM; DECISIONS FUSION; FAULTS DIAGNOSIS; FAULTS DIAGNOSTICS; FUZZY LOGIC SYSTEM; HEALTH CONDITION; SOFTWARE-SYSTEMS;

SOFTWARE TESTING;

EID: 84861489034     PISSN: 10910050     EISSN: 1558058X     Source Type: Conference Proceeding    
DOI: 10.1109/SECon.2012.6197000     Document Type: Conference Paper

References (20)

1. th, 2011.
2. th, 2011.
3. Aviation Week Magazine, Smarter Military By Henry Canaday,www. aviationweek.com/aw/generic/storygener ic.jsp?channel=om&id=news/om1103cvr. xml,accessed on August 12th 2011.
4. Lee, Y., "A Fault Diagnosis Technique for Complex Systems Using Bayesian Data Analysis," M.S. thesis, Georgia Institute of Technology, pp.1-14, April 2008.
5. Yong, L., Changzheng, L., "Fault Diagnostic for an Aircraft Engine Based on Information Fusion," IEEE International Conference on Mechatronics, Budapest, 3-5 July 2006.
6. Brotherton, T., Grabill, P., Friend, R., Sotomayer, B., and Berry, J., "A Testbed for Data Fusion for Helicopter Diagnostics and Prognostics," IEEE Aerospace Conference, Volume 7, pp.3357-3370, Big Sky MT, 8-15 March 2003.
7. Gayme, D., Menon, S., Ball, C., Mukavetz D., Nwadiogbu E., "Fault Diagnosis in Gas Turbine Engines Using Fuzzy Logic," IEEE International Conference on Systems, Man and Cybernetics, Volume 4, pp. 3756-3762, 5-8 Octobar 2003.
8. Volponi,A., Brotherton, T., Luppold, T., and Simon, D., "Development of an Information Fusion System for Engine Diagnostics and Health Management," NASA/ARL, Technical Manual TM2004-212924, 2004.
9. Mo, E., Jie, M., Kim C., Lee K., "Gas Turbine Engine Fault Isolation Based Fuzzy Inference Logic with ECM Trend Plot Report," IEEE International Conference on Control, Automation and Systems, pp.454-458, 17-20th October 2007.
10. ndInternational Conference of the North American, pp. 341-346, July 2003.
11. Mo, E., Jie,M., Kim, C., and Lee, K., "Gas Turbine Fault Isolation Based Fuzzy Inference Logic with ECM Trend Plot Report," Int. Conf. on Control, Automation and System, pp. 454-458, Oct, 2007.
12. Depold, H., and Gass, F., "The Application of Expert Systems and Neural Networks to Gas Turbine Prognostics and Diagnostics," ASME Journal of Gas Turbine and Power, vol. 121, no. 4, pp. 98-101, Oct 99.
13. Kulikov, G., Breikin, T., Arkov, V., and Fleming, P., "Gas Turbine Fault Detection Using Markov Simulation Technique," Int. Conf. on Simulation, pp. 69-72, September 1998.
14. Frederick, K., DeCastro, A., Litt, S., "User's Guide for the Commercial Modular Aero-Propulsion System Simulation (C-MAPSS)," NASA/ARL, Technical Manual TM2007-215026, 2007.
15. Saxena, A., Goebel, K., Simon, D., Eklund, N., "Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation," International Conference on Prognostics and Health Management, pp.1-9, Denver CO, 6-9 October 2008.
16. Yan, W., Li, J., Goebel, K., "A Multiple Classifier System for Aircraft Engine Fault Diagnosis". Proceedings of the 60th Meeting of the Society for Machinery Failure Prevention Technology (MFPT), pp. 291-300, 6167, pp. 271- 279, 2006.
17. Kobayashi, T., Simon, D., "Application of a Bank of Kalman Filters For Aircraft Engine Fault Diagnostics," NASA/ARL, Technical Manual TM2003- 212526, 2003.
18. Kobayashi, T., and Simon, D., "A Hybrid Neural Network- GeneticAlgorithm Technique for Aircraft Engine Performance Diagnostics," NASA/ARL, Technical Manual TM2001-211088, July 2001.
19. st International Conference on Industrial Electronics, Control, and Instrumentation, Vol. 1. pp. 50-56, 6-10 Nov 1995.
20. Nguyen, H., and Walker, A. E., A First Course in Fuzzy Logic, 3rd Edition, Published by Chapman & Hall/CRC, Boca Raton, Florida, 2006.