메뉴 건너뛰기




Volumn 58, Issue , 2014, Pages 154-164

Local fault detection in helical gears via vibration and acoustic signals using EMD based statistical parameter analysis

Author keywords

Acoustics; Intrinsic mode function; Kurtosis; Vibrations

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ACOUSTIC WAVES; ACOUSTICS; FAULT DETECTION; FUNCTIONS; GEAR TEETH; HELICAL GEARS; HIGHER ORDER STATISTICS; MACHINERY; VIBRATION ANALYSIS;

EID: 84907851741     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2014.08.015     Document Type: Article
Times cited : (96)

References (29)
  • 1
    • 0348197187 scopus 로고    scopus 로고
    • Classification of gear faults using cumulant and the radial basis function
    • Lai Wuxing, Peter W. Tse, Zhang Guicai, and Shi Tielin Classification of gear faults using cumulant and the radial basis function Mech. Syst. Signal Process. 18 2004 381 389
    • (2004) Mech. Syst. Signal Process. , vol.18 , pp. 381-389
    • Wuxing, L.1    Tse, P.W.2    Guicai, Z.3    Tielin, S.4
  • 2
    • 0031674597 scopus 로고    scopus 로고
    • Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition
    • R.B.W. Heng, and M.J.M. Nor Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition Appl. Acoust. 53 1-3 1997 211 266
    • (1997) Appl. Acoust. , vol.53 , Issue.13 , pp. 211-266
    • Heng, R.B.W.1    Nor, M.J.M.2
  • 3
    • 0033747150 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery through visualisation of sound signals
    • K. Shibata, A. Takhashi, and T. Shirai Fault diagnosis of rotating machinery through visualisation of sound signals Mech. Syst. Signal Process. 14 2 2000 229 241
    • (2000) Mech. Syst. Signal Process. , vol.14 , Issue.2 , pp. 229-241
    • Shibata, K.1    Takhashi, A.2    Shirai, T.3
  • 4
    • 0037961681 scopus 로고    scopus 로고
    • Detection and diagnosis of gear failure via vibration and acoustic signals using wavelet transform
    • N. Baydar, and A. Ball Detection and diagnosis of gear failure via vibration and acoustic signals using wavelet transform Mech. Syst. Signal Process. 17 4 2003 787 804
    • (2003) Mech. Syst. Signal Process. , vol.17 , Issue.4 , pp. 787-804
    • Baydar, N.1    Ball, A.2
  • 5
    • 0034206997 scopus 로고    scopus 로고
    • Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis
    • J. Lin, and L. Qu Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis J. Sound Vib. 234 1 2000 135 148
    • (2000) J. Sound Vib. , vol.234 , Issue.1 , pp. 135-148
    • Lin, J.1    Qu, L.2
  • 6
    • 33747604849 scopus 로고    scopus 로고
    • Dynamic modeling of spur gear pair and application of empirical mode decomposition - Based statistical analysis for early detection of localized tooth defect
    • M. Parey, E.I. Basaoui, F. Guillet, and N. Tandon Dynamic modeling of spur gear pair and application of empirical mode decomposition - based statistical analysis for early detection of localized tooth defect J. Sound Vib. 294 2006 547 561
    • (2006) J. Sound Vib. , vol.294 , pp. 547-561
    • Parey, M.1    Basaoui, E.I.2    Guillet, F.3    Tandon, N.4
  • 7
    • 34848863970 scopus 로고    scopus 로고
    • Application of time-frequency entropy method based on Hilbert-Haung transform to gear fault diagnosis
    • D. Yu, Y. Yang, and J. Cheng Application of time-frequency entropy method based on Hilbert-Haung transform to gear fault diagnosis Measurement 40 2007 823 830
    • (2007) Measurement , vol.40 , pp. 823-830
    • Yu, D.1    Yang, Y.2    Cheng, J.3
  • 8
    • 13844262669 scopus 로고    scopus 로고
    • Damage detection in gear system using empirical mode decomposition
    • S.J. Loutridis Damage detection in gear system using empirical mode decomposition Eng. Struct. 26 12 2004 1833 1841
    • (2004) Eng. Struct. , vol.26 , Issue.12 , pp. 1833-1841
    • Loutridis, S.J.1
  • 9
    • 34249718434 scopus 로고    scopus 로고
    • Application of the EMD method in the vibration analysis of ball bearings
    • Q.H. Du, and S. Yang Application of the EMD method in the vibration analysis of ball bearings Mech. Syst. Signal Process. 2 2007 2634 2644
    • (2007) Mech. Syst. Signal Process. , vol.2 , pp. 2634-2644
    • Du, Q.H.1    Yang, S.2
  • 10
    • 59649130331 scopus 로고    scopus 로고
    • Local rub-impact fault diagnosis of the rotor systems based on EMD
    • J. Cheng, D. Yu, J. Tang, and Y. Yang Local rub-impact fault diagnosis of the rotor systems based on EMD Mech. Mach. Theory 44 2009 784 791
    • (2009) Mech. Mach. Theory , vol.44 , pp. 784-791
    • Cheng, J.1    Yu, D.2    Tang, J.3    Yang, Y.4
  • 11
    • 28844481396 scopus 로고    scopus 로고
    • Gearbox fault detection using empirical mode decomposition and Hilbert spectrum
    • B.S. Liu, S. Reimenschneider, and Y. Xu Gearbox fault detection using empirical mode decomposition and Hilbert spectrum Mech. Syst. Signal Process. 20 2006 718 734
    • (2006) Mech. Syst. Signal Process. , vol.20 , pp. 718-734
    • Liu, B.S.1    Reimenschneider, S.2    Xu, Y.3
  • 12
    • 4344660716 scopus 로고    scopus 로고
    • Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings
    • D. Yu, J. Cheng, and Y. Yang Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings Mech. Syst. Signal Process. 19 2005 259 270
    • (2005) Mech. Syst. Signal Process. , vol.19 , pp. 259-270
    • Yu, D.1    Cheng, J.2    Yang, Y.3
  • 13
    • 20444484584 scopus 로고    scopus 로고
    • An improved Hilbert-Haung transform and its application in vibration signal analysis
    • Z.K. Peng, Peter W. Tse, and F.L. Chu An improved Hilbert-Haung transform and its application in vibration signal analysis J. Sound Vib. 286 1-2 2005 187 205
    • (2005) J. Sound Vib. , vol.286 , Issue.12 , pp. 187-205
    • Peng, Z.K.1    Tse, P.W.2    Chu, F.L.3
  • 14
    • 34250727204 scopus 로고    scopus 로고
    • A fault diagnosis approach for broken rotor bars based on EMD and envelope analysis
    • J.W. Zhang, N.H. Zhu, L. Yang, Q. Yao, and Q. Lu A fault diagnosis approach for broken rotor bars based on EMD and envelope analysis J. China Univ. Min. Technol. 17 2 2007 205 209
    • (2007) J. China Univ. Min. Technol. , vol.17 , Issue.2 , pp. 205-209
    • Zhang, J.W.1    Zhu, N.H.2    Yang, L.3    Yao, Q.4    Lu, Q.5
  • 15
    • 33947309561 scopus 로고    scopus 로고
    • Hilbert-Haung transform based vibration signal analysis for machine health monitoring
    • R. Yan, and R.X. Gao Hilbert-Haung transform based vibration signal analysis for machine health monitoring IEEE Trans. Instrum. Meas. 55 6 2006 2320 2328
    • (2006) IEEE Trans. Instrum. Meas. , vol.55 , Issue.6 , pp. 2320-2328
    • Yan, R.1    Gao, R.X.2
  • 16
    • 33749511011 scopus 로고    scopus 로고
    • Impact velocity modeling and signal processing of spur gear vibration for estimation of defect size
    • 243-243
    • A. Parey, and N. Tandon Impact velocity modeling and signal processing of spur gear vibration for estimation of defect size Mech. Syst. Signal Process. 21 2007 243-243
    • (2007) Mech. Syst. Signal Process. , vol.21
    • Parey, A.1    Tandon, N.2
  • 17
    • 41649107459 scopus 로고    scopus 로고
    • Rotating machine fault diagnosis using empirical mode decomposition
    • Q.C. Gao, H. Dwan, H. Fan, and Q. Meng Rotating machine fault diagnosis using empirical mode decomposition Mech. Syst. Signal Process. 22 2008 1072 1081
    • (2008) Mech. Syst. Signal Process. , vol.22 , pp. 1072-1081
    • Gao, Q.C.1    Dwan, H.2    Fan, H.3    Meng, Q.4
  • 18
    • 60349128109 scopus 로고    scopus 로고
    • Empirical mode decomposition, an adaptive approach for interpreting shaft vibratory signals of large rotating machinery
    • W. Yang, and P.J. Tavner Empirical mode decomposition, an adaptive approach for interpreting shaft vibratory signals of large rotating machinery J. Sound Vib. 321 2009 1144 1170
    • (2009) J. Sound Vib. , vol.321 , pp. 1144-1170
    • Yang, W.1    Tavner, P.J.2
  • 19
    • 84860769925 scopus 로고    scopus 로고
    • Experimental investigations of surface wear assessment of spur gear teeth
    • M. Amarnath, C. Sujatha, and S. Swarnamani Experimental investigations of surface wear assessment of spur gear teeth J. Vib. Control 18 2012 1009 1024
    • (2012) J. Vib. Control , vol.18 , pp. 1009-1024
    • Amarnath, M.1    Sujatha, C.2    Swarnamani, S.3
  • 20
    • 84865195317 scopus 로고    scopus 로고
    • Empirical mode decomposition of acoustic signals for diagnosis of faults in gears and rolling element bearings
    • M. Amarnath, and I.R. Praveen Krishna Empirical mode decomposition of acoustic signals for diagnosis of faults in gears and rolling element bearings IET Sci. Meas. Technol. 6 4 2012 279 287
    • (2012) IET Sci. Meas. Technol. , vol.6 , Issue.4 , pp. 279-287
    • Amarnath, M.1    Praveen Krishna, I.R.2
  • 21
    • 79951580715 scopus 로고    scopus 로고
    • Diagnostics of gear faults based on EMD and automatic selection of intrinsic mode functions
    • R. Ricci, and P. Paolo Diagnostics of gear faults based on EMD and automatic selection of intrinsic mode functions Mech. Syst. Signal Process. 25 3 2011 821 838
    • (2011) Mech. Syst. Signal Process. , vol.25 , Issue.3 , pp. 821-838
    • Ricci, R.1    Paolo, P.2
  • 22
    • 84863412156 scopus 로고    scopus 로고
    • Rotational machine health monitoring and fault detection using EMD-based acoustic emission feature quantification
    • R. Li, and D. He Rotational machine health monitoring and fault detection using EMD-based acoustic emission feature quantification Instrum. Meas. IEEE Trans. 61 4 2012 990 1001
    • (2012) Instrum. Meas. IEEE Trans. , vol.61 , Issue.4 , pp. 990-1001
    • Li, R.1    He, D.2
  • 23
    • 78649993155 scopus 로고    scopus 로고
    • A gear fault diagnosis method based on EMD energy entropy and SVM
    • C. Zhang, J.J. Chen, and X. Guo A gear fault diagnosis method based on EMD energy entropy and SVM Zhendong yu Chongji, J. Vib. Shock 29 10 2010 216 220
    • (2010) Zhendong Yu Chongji, J. Vib. Shock , vol.29 , Issue.10 , pp. 216-220
    • Zhang, C.1    Chen, J.J.2    Guo, X.3
  • 24
    • 61549109594 scopus 로고    scopus 로고
    • A gear fault diagnosis using Hilbert spectrum based on MODWPT and a comparison with EMD approach
    • Y. Yang, Y. He, J. Cheng, and D. Yu A gear fault diagnosis using Hilbert spectrum based on MODWPT and a comparison with EMD approach Measurement 42 4 2009 542 551
    • (2009) Measurement , vol.42 , Issue.4 , pp. 542-551
    • Yang, Y.1    He, Y.2    Cheng, J.3    Yu, D.4
  • 25
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis
    • N.E. Huang, Z. Shen, S.R. Long, M.C, H.H. Shih, Q. Zheng, N.C. Yuen, C.C. Tung, and H.H. Liu The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis Proc. R. Soc. London 454A 1998 903 995
    • (1998) Proc. R. Soc. London , vol.454 A , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3    Shih, H.H.4    Zheng, Q.5    Yuen, N.C.6    Tung, C.C.7    Liu, H.H.8
  • 26
    • 0031234350 scopus 로고    scopus 로고
    • Time-frequency analysis in gearbox fault detection using the Wigner-Ville distribution and pattern recognition
    • W.J. Staszewski, K. Worden, and G.R. Tomlinson Time-frequency analysis in gearbox fault detection using the Wigner-Ville distribution and pattern recognition Mech. Syst. Signal Process. 11 5 1997 673 692
    • (1997) Mech. Syst. Signal Process. , vol.11 , Issue.5 , pp. 673-692
    • Staszewski, W.J.1    Worden, K.2    Tomlinson, G.R.3
  • 27
    • 2442490212 scopus 로고    scopus 로고
    • The application of the conditional moments analysis to gearbox fault detection - A comparative study using the spectrogram and scalogram
    • I. Yesilyurt The application of the conditional moments analysis to gearbox fault detection - a comparative study using the spectrogram and scalogram NDT&E Int. 37 4 2003 309 320
    • (2003) NDT&E Int. , vol.37 , Issue.4 , pp. 309-320
    • Yesilyurt, I.1
  • 29
    • 24644491376 scopus 로고    scopus 로고
    • HMM based fault detection and diagnosis scheme for roller element bearing
    • H. Oack, and K.A. Laprao HMM based fault detection and diagnosis scheme for roller element bearing J. Vib. Acoust. 127 4 2005 299 306
    • (2005) J. Vib. Acoust. , vol.127 , Issue.4 , pp. 299-306
    • Oack, H.1    Laprao, K.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.