Bearing prognostics using HUMS condition indicators

Annual Forum Proceedings - AHS International

Volumn 2, Issue , 2008, Pages 1486-1491

  He, David ^a   Bechhoefer, Eric ^b  

^a University of Illinois at Chicago   (United States)

^b Goodrich Sensors and Integrated Systems   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BASE FREQUENCIES; BEARING LIFE PREDICTION; CEPSTRUM ANALYSIS; CONDITION INDICATORS; CONDITION-BASED MAINTENANCE; DAMAGE MECHANICS; ENVELOP ANALYSIS; ENVELOPE ANALYSIS; FLIGHT CRITICAL COMPONENTS; FREQUENCY WINDOWS; HEALTH AND USAGE MONITORING SYSTEMS; HEALTH MONITORING; QUANTITATIVE RELATIONSHIP; ROLLING ELEMENT BEARINGS; TEST DATA; VALIDATION TESTING; VIBRATION SIGNALS;

CONDITION MONITORING; DECISION SUPPORT SYSTEMS; HEALTH; INFORMATION MANAGEMENT; INSTRUMENT SCALES; LATTICE VIBRATIONS; ROLLING; SEARCH ENGINES; SPEED; STRUCTURAL HEALTH MONITORING; TESTING; VIBRATIONS (MECHANICAL);

BEARINGS (STRUCTURAL);

EID: 50049117681     PISSN: 15522938     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. G. Lundburg and A. Palmgren, 1947, "Dynamic Capacity of Rolling Bearings", Acta Ploytech. Mech. Eng. Ser. 1, R.S.A.E.E., 7.
2. E. Ioannides and T. A. Harris, 1985, "A New Fatigue Life Model for Rolling Bearings", ASME Transactions Journal of Tribology, Vol. 117, pp. 367-378.
3. American National Standard Institute, 1990, "Load Rating and Fatigue Life for Roller Bearings", ANSI/AFBMA Standard, Vol. 11, pp. 267-282.
4. P. C. Paris and F. Ergodan, 1963, "A Critical Analysis of Crack Propagation Laws", ASME Transactions, Journal of basic Engineering, Vol. 85, pp. 528-534.
5. J. Qiu, C. Zhang, B. Seth and S. Y. Liang, 2002, "Damage Mechanics Approach for Bearing Lifetime Prognostics", Mechanical Systems and Signal Processing Vol.16, No. 5, pp. 817-829.
6. Lybeck Nancy, Marble Sean, and Morton, Brogan, 2007, "Validating Prognostic Algorithms: A Case Study using Comprehensive Bearing Fault Data", Proceedings of the 2007 IEEE Aerospace Conference, Big Sky, MT, March, 2007.
7. Marble Sean and Morton P. Brogan, 2006, "Predicting the Remaining Life of Propulsion System Bearings", Proceedings of the 2006 IEEE Aerospace Conference, Big Sky, MT, March, 2006.
8. Eric Bechheofer, 2007, Bearing Damage Condition Indicator Correlation, Goodrich Corporation and Simmonds Precision Products, Inc., Document No. T3127-0002-0101.
9. J. Kennedy and R. Eberhart, 1995, "Particle Swarm Optimization", Proceedings of IEEE International Conference on Neural Networks (ICNN'95), Vol. 4, pp.1942 -1948, Perth, Australia.
10. D. He and E. Bechhoefer, 2008, "Development and Validation of Bearing Diagnostic and Prognostic Tools using HUMS Condition Indicators", Proceedings of the 2008 IEEE Aerospace Conference, Big Sky, MT, March, 2008.