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Volumn 7, Issue 2, 2012, Pages

A nonlinear noise reduction approach to vibration analysis for bearing health diagnosis

Author keywords

health diagnosis; local geometric projection; noise reduction; phase space reconstruction

Indexed keywords

EMBEDDING THEOREMS; ENVELOPE SPECTRA; HEALTH DIAGNOSIS; HIGH DIMENSIONAL PHASE SPACE; LOCAL GEOMETRIC PROJECTION; MULTI FRACTALS; NOISE REDUCTION TECHNIQUE; NOISE SUBSPACE; NON-LINEAR FILTERING TECHNIQUES; NONLINEAR NOISE; ONE-DIMENSIONAL TIME SERIES; PHASE SPACE RECONSTRUCTION; PHASE SPACES; REDUCING NOISE; ROLLING BEARINGS; SIGNAL SUB-SPACE; SIGNAL TO NOISE; SYNTHETIC SIGNALS; VIBRATION SIGNAL; VIBRATION SIGNAL ANALYSIS;

EID: 84855544580     PISSN: 15551415     EISSN: 15551423     Source Type: Journal    
DOI: 10.1115/1.4005463     Document Type: Article
Times cited : (8)

References (28)
  • 1
    • 77955248493 scopus 로고    scopus 로고
    • Numerical method and bifurcation analysis of jeffcott rotor system supported in gas journal bearings
    • Zhang, J., Kang, W., and Liu, Y., 2009, "Numerical Method and Bifurcation Analysis of Jeffcott Rotor System Supported in Gas Journal Bearings," ASME J. Comput. Nonlinear Dyn., 4(1), p. 011007.
    • (2009) ASME J. Comput. Nonlinear Dyn. , vol.4 , Issue.1 , pp. 011007
    • Zhang, J.1    Kang, W.2    Liu, Y.3
  • 2
    • 13444282426 scopus 로고    scopus 로고
    • Survey of nonlinear vibration of gear transmission systems
    • Wang, J. J., Li, R. F., and Peng, X. H., 2003, "Survey of Nonlinear Vibration of Gear Transmission Systems," Appl. Mech. Rev., 56(3), pp. 309-329.
    • (2003) Appl. Mech. Rev. , vol.56 , Issue.3 , pp. 309-329
    • Wang, J.J.1    Li, R.F.2    Peng, X.H.3
  • 3
    • 49049121069 scopus 로고    scopus 로고
    • Effect of localized faults on chaotic vibration of rolling element bearings
    • Ghafari, S. H., Golnaraghi, F., and Ismail, F., 2008, "Effect of Localized Faults on Chaotic Vibration of Rolling Element Bearings," Nonlinear Dyn., 53(4), pp. 287-301.
    • (2008) Nonlinear Dyn. , vol.53 , Issue.4 , pp. 287-301
    • Ghafari, S.H.1    Golnaraghi, F.2    Ismail, F.3
  • 4
    • 0028391946 scopus 로고
    • Chaotic motions and fault detection in a cracked rotor
    • Muller, P. C., Bajkowski, J., and Doffker, D., 1994, "Chaotic Motions and Fault Detection in a Cracked Rotor," Nonlinear Dyn., 5, pp. 233-254.
    • (1994) Nonlinear Dyn. , vol.5 , pp. 233-254
    • Muller, P.C.1    Bajkowski, J.2    Doffker, D.3
  • 5
    • 85008014369 scopus 로고    scopus 로고
    • Correlation dimension analysis: A nonlinear time series analysis for data processing
    • Yan, R., Liu, Y., and Gao, R., 2010, "Correlation Dimension Analysis: A Nonlinear Time Series Analysis for Data Processing," IEEE Instrum. Meas. Mag., 13(6), pp. 19-25.
    • (2010) IEEE Instrum. Meas. Mag. , vol.13 , Issue.6 , pp. 19-25
    • Yan, R.1    Liu, Y.2    Gao, R.3
  • 6
    • 0001792009 scopus 로고    scopus 로고
    • The application of correlation dimension in gearbox condition monitoring
    • Jiang, J. D., Chen, J., and Qu, L. S., 1999, "The Application of Correlation Dimension in Gearbox Condition Monitoring," J. Sound Vib., 223(4), pp. 529-541. (Pubitemid 129550292)
    • (1999) Journal of Sound and Vibration , vol.223 , Issue.4 , pp. 529-541
    • Jiang, J.D.1    Chen, J.2    Qu, L.S.3
  • 7
    • 17444441974 scopus 로고    scopus 로고
    • Wavelet multi-fractal approaches for singularity analysis of the vibration signals
    • Peng, Z., He, Y., Guo, D., and Chu, F., 2003, "Wavelet Multi-fractal Approaches for Singularity Analysis of the Vibration Signals," Key Eng. Mater., 245-246, pp. 565-570.
    • (2003) Key Eng. Mater. , vol.245-246 , pp. 565-570
    • Peng, Z.1    He, Y.2    Guo, D.3    Chu, F.4
  • 10
    • 48849117732 scopus 로고    scopus 로고
    • Measures of order in dynamic systems
    • Arasteh, D., 2008, "Measures of Order in Dynamic Systems," ASME J. Com-put. Nonlinear Dyn., 3(3), p. 031002.
    • (2008) ASME J. Com-put. Nonlinear Dyn. , vol.3 , Issue.3 , pp. 031002
    • Arasteh, D.1
  • 11
    • 0001391710 scopus 로고
    • Noise reduction in chaotic time series data: A survey of common methods
    • Kostelich, E. J., and Schreiber, T., 1993, "Noise Reduction in Chaotic Time Series Data: A Survey of Common Methods," Phys. Rev. E, 48(3), pp. 1752-1763.
    • (1993) Phys. Rev. e , vol.48 , Issue.3 , pp. 1752-1763
    • Kostelich, E.J.1    Schreiber, T.2
  • 13
    • 0000621736 scopus 로고
    • Noise reduction in dynamics systems
    • Kostelich, E. J., and Yorke, J. A., 1988, "Noise Reduction in Dynamics Systems," Phys. Rev. A, 38(3), pp. 1649-1952.
    • (1988) Phys. Rev. A , vol.38 , Issue.3 , pp. 1649-1952
    • Kostelich, E.J.1    Yorke, J.A.2
  • 14
    • 0001261685 scopus 로고
    • A noise reduction method for chaotic system
    • Hammel, S. M., 1990, "A Noise Reduction Method for Chaotic System," Phys. Lett. A, 148(8,9), pp. 421-428.
    • (1990) Phys. Lett. A , vol.148 , Issue.8-9 , pp. 421-428
    • Hammel, S.M.1
  • 15
    • 44949279497 scopus 로고
    • Optimal shadowing and noise reduction
    • Farmer, J. D., and Sidorowich, J. J., 1991, "Optimal Shadowing and Noise Reduction," Physica D, 47(30), pp. 373-392.
    • (1991) Physica D , vol.47 , Issue.30 , pp. 373-392
    • Farmer, J.D.1    Sidorowich, J.J.2
  • 16
    • 0001373630 scopus 로고
    • Extremely simple nonlinear noise-reduction method
    • Schreiber, T., 1993, "Extremely Simple Nonlinear Noise-Reduction Method," Phys. Rev. E, 47(4), pp. 2401-2404.
    • (1993) Phys. Rev. e , vol.47 , Issue.4 , pp. 2401-2404
    • Schreiber, T.1
  • 17
    • 0000775422 scopus 로고
    • Local geometric projection method for noise reduction in chaotic maps and flows
    • Cawley, R., and Hsu, G. H., 1992, "Local Geometric Projection Method for Noise Reduction in Chaotic Maps and Flows," Phys. Rev. A, 46(6), pp. 3057-3082.
    • (1992) Phys. Rev. A , vol.46 , Issue.6 , pp. 3057-3082
    • Cawley, R.1    Hsu, G.H.2
  • 18
    • 4444356674 scopus 로고    scopus 로고
    • Noise reduction in chaotic time series by a local projection with nonlinear constraints
    • Urbanowicz, K., and Holyst, J. A., 2004, "Noise Reduction in Chaotic Time Series by a Local Projection With Nonlinear Constraints," Acta Phys. Pol. B, 35(9), pp. 2175-2197.
    • (2004) Acta Phys. Pol. B , vol.35 , Issue.9 , pp. 2175-2197
    • Urbanowicz, K.1    Holyst, J.A.2
  • 19
    • 1842535443 scopus 로고    scopus 로고
    • An adaptive way for improving noise reduction using local geometric projection
    • DOI 10.1063/1.1622354
    • Leontitsis, A., Bountis, T., and Pagge, J., 2004, "An Adaptive Way for Improving Noise Reduction Using Local Geometric Projection," Chaos, 14(1), pp. 106-110. (Pubitemid 38430240)
    • (2004) Chaos , vol.14 , Issue.1 , pp. 106-110
    • Leontitsis, A.1    Bountis, T.2    Pagge, J.3
  • 20
    • 0035075949 scopus 로고    scopus 로고
    • Applying nonlinear noise reduction in the analysis of heart rate variability
    • Signorini, M. G., Marchetti, F., and Cerutti, S., 2001, "Applying Nonlinear Noise Reduction in the Analysis of Heart Rate Variability," IEEE Eng. Med. Biol. Mag., 20(2), pp. 59-68.
    • (2001) IEEE Eng. Med. Biol. Mag. , vol.20 , Issue.2 , pp. 59-68
    • Signorini, M.G.1    Marchetti, F.2    Cerutti, S.3
  • 21
    • 34249784802 scopus 로고    scopus 로고
    • Enhancement of Chinese speech based on nonlinear dynamics
    • DOI 10.1016/j.sigpro.2007.03.020, PII S0165168407001399, Total Least Squares and Errors-in-Variables Modeling
    • Sun, J., Zheng, N., and Wang, X., 2007, "Enhancement of Chinese Speech Based on Nonlinear Dynamics," Signal Process., 87, pp. 2431-2445. (Pubitemid 46855920)
    • (2007) Signal Processing , vol.87 , Issue.10 , pp. 2431-2445
    • Sun, J.1    Zheng, N.2    Wang, X.3
  • 22
    • 0036661261 scopus 로고    scopus 로고
    • Extracting weak harmonic signals from strong chaotic interference
    • Wang, F., Wang, Z., and Gao, J., 2002, "Extracting Weak Harmonic Signals From Strong Chaotic Interference," Circuits Syst. Signal Process., 21(4), pp. 427-448. (Pubitemid 35221257)
    • (2002) Circuits, Systems, and Signal Processing , vol.21 , Issue.4 , pp. 427-448
    • Wang, F.1    Wang, Z.2    Guo, J.3
  • 23
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • D. A. Rand and L. S. Young, eds., Springer-Verlag, Berlin
    • Takens, F., 1981, "Detecting Strange Attractors in Turbulence," Dynamical Systems and Turbulence, Lecture Notes in Mathematics, D. A. Rand and L. S. Young, eds., Springer-Verlag, Berlin, pp. 366-381.
    • (1981) Dynamical Systems and Turbulence, Lecture Notes in Mathematics , pp. 366-381
    • Takens, F.1
  • 24
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • Fraser, A. M., and Swinney, H. L., 1986, "Independent Coordinates for Strange Attractors From Mutual Information," Phys. Rev. A, 33, pp. 1134-1140.
    • (1986) Phys. Rev. A , vol.33 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 25
    • 40749093037 scopus 로고
    • Measuring the strangeness of strange attractors
    • Grassberger, P., and Procaccia, I., 1983, "Measuring the Strangeness of Strange Attractors," Physica D, 9, pp. 189-208.
    • (1983) Physica D , vol.9 , pp. 189-208
    • Grassberger, P.1    Procaccia, I.2
  • 26
    • 35949006791 scopus 로고
    • Determining embedding dimension for phase-space reconstruction using a geometrical construction
    • Kennel, M. B., Brown, R., and Abarbanel, H. D., 1992, "Determining Embedding Dimension for Phase-Space Reconstruction Using a Geometrical Construction," Phys. Rev. A, 45(6), pp. 3403-3411.
    • (1992) Phys. Rev. A , vol.45 , Issue.6 , pp. 3403-3411
    • Kennel, M.B.1    Brown, R.2    Abarbanel, H.D.3
  • 27
    • 0040315167 scopus 로고    scopus 로고
    • Nonlinear dynamics, delay times, and embedding windows
    • PII S0167278998002401
    • Kim, H. S., Eykholt, R., and Salas, J. D., 1999, "Nonlinear Dynamics, Delay Times and Embedding Windows," Physica D, 127, pp. 48-60. (Pubitemid 129522782)
    • (1999) Physica D: Nonlinear Phenomena , vol.127 , Issue.1-2 , pp. 48-60
    • Kim, H.S.1    Eykholt, R.2    Salas, J.D.3
  • 28
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • Lorenz, E. N., 1963, "Deterministic Nonperiodic Flow," J. Atmos. Sci., 20, pp. 130-141.
    • (1963) J. Atmos. Sci. , vol.20 , pp. 130-141
    • Lorenz, E.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.