Reasoning systems for diagnostics and prognostics

IEEE Aerospace Conference Proceedings

Volumn , Issue , 2008, Pages

  Shepherd, Duncan ^a   Hollos, Andrew ^a  

^a QINETIQ   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATION; ELECTRIC FAULT LOCATION; FLEET OPERATIONS; HEALTH; INFORMATION MANAGEMENT;

AUTOMATED REASONING; BASIC PRINCIPLES; DIAGNOSTIC METHODS; DIAGNOSTICS AND PROGNOSTICS; FLEET MANAGEMENT; FUNDAMENTAL PROPERTIES; INTELLIGENCE COMMUNITIES; OPTIMAL MAINTENANCE; REASONING SYSTEMS; RELEVANT INFORMATION; SINGLE PARAMETER;

AUTOMATA THEORY;

EID: 49349092805     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2008.4526619     Document Type: Conference Paper

References (21)

1. Micheal L. Mimnagh, Willian Hardman and Jonathan Scheaffer, "Helicopter Drive System Diagnostics Through Multivariate Statistical Process Control," 2000 IEEE Aerospace Conference Proceedings, March 2000.
2. Dmitri Gorinevsky, Kevin Dittmar, Dinkar Mylaraswamy and Emmanuel Nwadiogbu, "Model Based Diagnostics for an Aircraft Auxiliary Power Unit," 2002 IEEE Control Applications Conference Proceedings, 18-20 September 2002.
3. nd Australian Workshop on Structural Health Monitoring Proceedings, 16-17 Dec, 2004
4. Qingbo He, Zhihua Feng and Fanrang Kong, "Detection of Signal Transients Using Independent Component Analysis and its Application in Gearbox Condition Monitoring." Mechanical Systems and Signal Processing 21, 2056-2071, Oct 2006
5. W J Staszewski, K Worden and G R Tomlinson, "Time Frequency Analysis in Gearbox Fault Detection and Using the Wigner-Ville Distribution and Pattern Recognition," Mechanical Systems and Signal Processing 11, 673-692, May 1997
6. S P King, D M King, P Anuzis, K Astley, L Tarassenko, P Hayton and S Utete, "The Use of Novelty Detection Techniques for Monitoring High-Integrity Plant," 2002 IEEE Control Applications Conference, 18-20 September 2002.
7. Hesham Azzam and Neil Harrison, "A Demonstration of the Feasibility and Performance of an Intelligent Management System Operating on HUMS In-Service Data," CAA Paper 99006, 1999.
8. Tom Brotherton, Paul Grabill, Richard Friend, Bill Sotomayer and John Berry, "A Test Bed for Data Fusion for Helicopter Diagnostics and Prognostics," 2003 IEEE Aerospace Conference Proceedings, March 2003.
9. Yang Yu, Yu Dejie and Cheng Yungsheng, "A Roller Bearing Fault Diagnosis Method Based on EMD Energy Entropy and ANN," Journal of Sound and Vibration 294, 269-277, Dec 2006
10. Greg Kacprzynski and Kenneth Maynard, "Enhancement of Physics-of-Failure Prognostic Models with System Level Features," 2002 IEEE Aerospace Conference Proceedings, March 2002.
11. Rolf F Orsagh, Jeremy Sheldon and Cristopher J Klenke, "Prognostics/Diagnostics for Gas Turbine Engine Bearings." 2002 IEEE Aerospace Conference Proceedings, March 2002.
12. H Y Guo, "Structural Damage Detection Using Information Fusion Technique," Mechanical Systems and Signal Processing 20, 1173-1188, Apr 2005.
13. Otman Basir and Xiaohong Yuan, "Engine Fault Diagnosis Based on Multi-Sensor Information Fusion Using Dempster-Shafer Evidence Theory," Information Fusion 8, 379-386, Oct 2005.
14. Peter Frith and George Karvounis, "Model-Based Decision Support Tools for T700 Engine Health Monitoring," 2001 DSTO HUMS Conference Proceedings, 2001.
15. Paula J Dempsey, "Integrating Oil Debris and Vibration Measurements for Intelligent Machine Health Monitoring," NASA/TM-2003-211307, 2003.
16. S O T Ogaji, L Marinai, S Sampath, R Singh and S D Prober, "Gas Turbine Fault Diagnostics: A Fuzzy Logic Approach," Applied Energy 82, 81-89, Apr 2005.
17. V Sugumaran and K I Ramachandran, "Automatic Rule Learning Using Decision Tree for Fuzzy Classifier in Fault Diagnosis of Roller Bearing," Mechanical Systems and Signal Processing 20, 1173-1188, Apr 2005.
18. Timothy A Mast, Aaron T Reed, Stephen Yurkovich, Malcolm Ashby and Shrider Adibhatla, "Bayesian Belief Networks for Fault Identification in Aircraft Gas Turbine Engines," 1999 IEEE Control Applications Conference Proceedings, August 22-27, 1999.
19. C Romessis and K Mathioudakis, "Bayesian Network Approach for Gas Path Fault Diagnosis," 2004 ASME Turbo Expo Proceedings, June 14-17, 2004.
20. Andrew Alcock and Duncan Shepherd, "The Development of an Advanced Diagnostic/Prognostic System for the RBI99 Aero Engine," 2005 IEEE Aerospace Conference Proceedings, March 2005.
21. Kriby Keller, Kevin Swearingen, Jim Sheahan, Mike Bailey, Jon Dunsdon, K Wojtek Przytula and Brett Jordan, "Aircraft Electrical Power Systems Prognostics and Health Management," 2007 IEEE Aerospace Conference Proceedings, March 2007.