Diagnosis and prognosis of bearings using data mining and numerical visualization techniques

Proceedings of the Annual Southeastern Symposium on System Theory

Volumn 2001-January, Issue , 2001, Pages 395-399

  Blair, J ^a   Shirkhodaie, A ^a  

^a Tennessee State University   (United States)

Author keywords

Accuracy; Condition monitoring; Data mining; Data visualization; Failure analysis; Fault diagnosis; Machinery; Signal analysis; Signal processing; Vibration measurement

Indexed keywords

CONDITION MONITORING; DATA COMPRESSION; DATA COMPRESSION RATIO; DATA HANDLING; DATA MINING; FAILURE ANALYSIS; FAULT DETECTION; INTELLIGENT AGENTS; MACHINERY; SIGNAL ANALYSIS; SIGNAL PROCESSING; SYSTEM THEORY; VIBRATION ANALYSIS; VIBRATION MEASUREMENT; VISUALIZATION;

ACCURACY; BEARING VIBRATIONS; CONDITION-BASED MONITORING; DIAGNOSIS AND PROGNOSIS; NUMERICAL VISUALIZATION; PRELIMINARY INFORMATION; REMAINING USEFUL LIVES; VIBRATION SIGNATURE;

DATA VISUALIZATION;

EID: 12844272473     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSST.2001.918553     Document Type: Conference Paper

References (9)

1. Shirkhodaie, A., "Advances on Condition Health Monitoring and Faults Diagnosis and Prognosis of Machinery," presented in the Sixth Annual Mechanical Engineering Conference of Iranian Society of Mechanical Engineering, Tehran, Iran, May 1998.
2. nd Meeting of the Society of Machinery Failure Prevention Technology Conference, March 30-April2, 1998 at Virginia Beach, Virginia.
3. rd Meeting of the Society of Machinery Failure Prevention Technology Conference, April 19-22, 1999 at Virginia Beach, Virginia.
4. Edwards, S., Lees, A.W., and Friswell, M.I., "Fault Diagnosis of Rotating Machinery" Shock and Vibration Digest, Vol. 30, No. 1, pp. 4-13,1998.
5. Wilcock, Donald F. and E. Richard Booser, 1957. Bearing
6. Juvinal, Robert C., and Kurt M. Marshek, 1991, Fundamentals of Machine Component Design, John Wiley, New York. 1991.
7. Courrech, J., "New Techniques for Fault Diagnostic in Rolling Element Bearings," Proc. 40th Meeting of the Mechanical Failure Preventive Group, Nat. Bureau of Standards, Gaithersburg, MD, April 16-18, 1985.
8. Wowk, Victor, 1994 "Machinery Vibration Balancing" McGraw Hill, New York 1994.
9. Blair, J., and Shirkhodaie A., "Bearing Fault Identifications Using Agent-based Data Mining and Numerical Visualization Techniques," will appear in the 2001 ASME International Mechanical Engineering Congress & Exposition, Nov 11-16, 2001, New York, NY.