Validating prognostic algorithms: A case study using comprehensive bearing fault data

IEEE Aerospace Conference Proceedings

Volumn , Issue , 2007, Pages

  Lybeck, Nancy ^a   Marble, Sean ^a   Morton, Brogan ^a  

^a Sentient Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FAILURE (MECHANICAL); MATHEMATICAL MODELS; SENSOR DATA FUSION;

FAULT-TO-FAILURE PROGRESSION DATA; OIL DEBRIS; SPALL PROPAGATION;

BEARINGS (MACHINE PARTS);

EID: 34548745146     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2007.352842     Document Type: Conference Paper

References (8)

1. Wade, Richard A., "A Need-focused Approach to Air Force Engine Health Management Research," Proceedings of the 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
2. Sean Marble and Brogan Morton, "Predicting the Remaining Life of Propulsion System Bearings," Proceedings of the 2006 IEEE Aerospace Conference, Big Sky, MT, March 2006.
3. Harry J. Decker, "Crack Detection for Aerospace Quality Spur Gears," NASA/TM-2002-211492, ARL-TR-2682, available electronically at http://gltrs.grc.nasa.gov/GLTRS
4. th Meeting of the Society for Machinery Failure Prevention Technology, Virginia Beach, VA, May 1-4, 2000, pp. 623-634.
5. David Hochmann and Eric Bechhoefer, "Envelope Bearing Analysis: Theory and Practice," Proceedings of the 2005 IEEE Aerospace Conference, Big Sky, MT, March 2005.
6. Lawrence I-Kuei Lin, "A Concordance Correlation Coefficient to Evaluate Reproducibility," BIOMETRICS 45, March 1989, pp. 255-268.
7. Paula J. Dempsey, "Gear Damage Detection Integrating Oil and Vibration Measurement Technologies Developed," in Research and Technology 2001, NASA T/M-2002-211333.
8. S. Engel, B. Gilmartin, K. Bongort, and A. Hess, "Prognostics, the Real Issues Involved with Predicting Life Remaining," Proceedings of the IEEE Aerospace Conference, pp. 457-469, 2000.