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http://dx.doi.org/10.3795/KSME-A.2008.32.7.556

A Fault Diagnosis on the Rotating Machinery Using Mahalanobis Distance  

Park, Sang-Gil (한양대학교 대학원 기계공학과)
Park, Won-Sik (한양대학교 대학원 기계공학과)
Jung, Jae-Eun (한양대학교 대학원 기계공학과)
Lee, You-Yub (호원대학교 자동차. 기계공학부)
Oh, Jae-Eung (한양대학교 기계공학부)
Publication Information
Transactions of the Korean Society of Mechanical Engineers A / v.32, no.7, 2008 , pp. 556-560 More about this Journal
Abstract
As higher reliability and accuracy on production facilities are required to detect incipient faults, a diagnostic system for predictive maintenance of the facility is highly recommended. In this paper, we present a study on the application of vibration signals to diagnose faults for a Rotating Machinery using the Mahalanobis Distance-Taguchi System. RMS, Crest Factor and Kurtosis that is known as the Statistical Methods and the spectrum analysis are used to diagnose faults as parameters of Mahalanobis distance.
Keywords
Statistical Method; Fault Diagnosis; Mahalanobis Distance;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
Times Cited By SCOPUS : 0
연도 인용수 순위
1 Genichi Taguchi, Rajesh Jugulum, 2002, “The Mahalanobis-Taguchi Stategy : A Pattern, Technology System, John Willy &Sons
2 Lee, C. H., Sim, H. J. and Oh, J. E., 2004 “Development of the Fault Diagnostic System on the Rotating Machinery Using Vibration Signal,” Transactions of the Korean Society of Precision Engineering, Vol.21, No.12, pp. 75-83   과학기술학회마을
3 Genichi Taguchi, Subir Chowdhury, YuinWu, 2000, The Mahalanobis-Taguchi System, John Willy &Sons
4 Choi, C. S., Tae, S. J., Kim, H. M., Cho, K. N., Moon, J. M., Kim, J. Y. and Kwon, H. J., 2005, “Fuzzy Algorithm for FDD Technique Development of System Multi-Air Conditioner,” Transactions of the Korean Society of Mechanical Engineers B, Vol.29, No.11, pp. 1220-1228   과학기술학회마을   DOI   ScienceOn
5 Shin, J., Lee, J. C., Oh, J. E. and Jang, K. Y., 1992, “Diagnosis of Bearing by High Frequency Resonance Technique,” Transactions of the Korean Society of Automotive Engineers, Vol.14, No.5, pp. 83-94   과학기술학회마을