DOI QR코드

DOI QR Code

Diagnosis on the Clearance of Rotating Machinery Using Correlation Dimension

상관차원을 이용한 회전기계의 간극 진단

  • 박상문 (성균관대학교 대학원 기계공학과) ;
  • 최연선 (성균관대학교 기계공학과)
  • Published : 2005.07.01

Abstract

The correlation dimension can provide some intrinsic Information of an underlying dynamic system by reconstructing measured nonlinear time series. The vibration signals measured from a rotor with different clearance sizes between shaft and bushing were analyzed using the correlation dimension. The results showed that the correlation dimension can identify the size of the clearance of a rotor and the lubricating condition, which can not be analyzed by frequency spectrum or wavelet. The magnitude of the correlation dimension became smaller as the clearance larger and as the lubrication condition better.

Keywords

References

  1. Peng, Z. K., 2003, 'Detecting of the Rubbing-caused Impacts for Rotor-Stater Fault Diagnosis Using Reassigned Scalogram,' Mechanical Systems and Signal Processing, Vol. 19, No.2, pp. 391 -409 https://doi.org/10.1016/j.ymssp.2003.09.007
  2. Wang, W. J. and Lin, R. M., 2003, 'The Application of Pseudo-phase Portrait in Machine Condition Monitoring,' Journal of Sound and Vibration, Vol. 259, No. 1, pp. 1 - 16 https://doi.org/10.1006/jsvi.2002.5076
  3. Logan, D. and Mathew, J.. 1996, 'Using The Correlation Dimension for Vibration Fault Diagnosis of Rolling Element Bearings,' Mechanical Systems and Signal Processing, Vol. 10, No.3, pp. 241-250 https://doi.org/10.1006/mssp.1996.0018
  4. Parkard, N. H., Crutchfield, J. P., Parmer, J. D. and Shaw, R. S., 1980, 'Geometry from a Time Series,' Physical Review Letters, Vol. 45, No.9, pp. 712-716 https://doi.org/10.1103/PhysRevLett.45.712
  5. Takens, F., 1981, 'Detecting Strange Attractors in Turbulence,' Lecture Notes in Mathematics, Vol. 898, pp. 336-381
  6. Fraser, A. M., Swinney, H. L., 1986, 'Independent Co-coordinates for Strange Attractors from Mutual Information,' Physical Review A33, pp. 1134
  7. Kennel, M. B., 1992, 'Determining Embedding Dimension for Phase-space Reconstruction using a Geometrical Construction,' Physical Review A. Vol. 45, No.6, pp. 3403-3411 https://doi.org/10.1103/PhysRevA.45.3403
  8. Grassberger, P., Procaccia, I.. 1983, 'Characterization of Strange Attractors.' Physical Review Letters, Vol. 50, pp. 346-349 https://doi.org/10.1103/PhysRevLett.50.346
  9. Theiler, J., 1987, 'Efficient Algorithm for Estimating the Correlation Dimension from a Set of Discrete Point,' Physical Review A. Vol. 36, No.9