메뉴 건너뛰기




Volumn 62, Issue 1, 2013, Pages 171-182

Abrasion modeling of multiple-point defect dynamics for machine condition monitoring

Author keywords

Abrasion modeling; defect diagnosis; machine condition monitoring; multiple point defect modeling; rolling element bearings

Indexed keywords

DEFECT DIAGNOSIS; DEFECT MODELING; ENVELOPE DETECTION; MACHINE CONDITION MONITORING; MODEL DEGRADATIONS; RELATIVE LOCATION; ROLLING ELEMENT BEARING; VIBRATION SIGNATURE;

EID: 84874981247     PISSN: 00189529     EISSN: None     Source Type: Journal    
DOI: 10.1109/TR.2013.2241231     Document Type: Article
Times cited : (13)

References (35)
  • 2
    • 84863014249 scopus 로고    scopus 로고
    • Local and nonlocal preserving projection for bearing defect classification and performance assessment
    • May
    • Y. Jianbo, "Local and nonlocal preserving projection for bearing defect classification and performance assessment," IEEE Trans. Ind. Electron., vol. 59, no. 5, pp. 2363-2376, May 2012.
    • (2012) IEEE Trans. Ind. Electron. , vol.59 , Issue.5 , pp. 2363-2376
    • Jianbo, Y.1
  • 3
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motors signature analysis as a medium for faults detection
    • May
    • M. El Hachemi Benbouzid, "A review of induction motors signature analysis as a medium for faults detection," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 984-993, May 2000.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.5 , pp. 984-993
    • El Hachemi Benbouzid, M.1
  • 4
    • 78751666101 scopus 로고    scopus 로고
    • A survey of condition monitoring and protection methods for medium-voltage induction motors
    • Jan/Feb
    • Z. Pinjia, D. Yi, T. G. Habetler, and L. Bin, "A survey of condition monitoring and protection methods for medium-voltage induction motors," IEEE Trans. Ind. Appl., vol. 47, no. 1, pp. 34-46, Jan./Feb. 2011.
    • (2011) IEEE Trans. Ind. Appl. , vol.47 , Issue.1 , pp. 34-46
    • Pinjia, Z.1    Yi, D.2    Habetler, T.G.3    Bin, L.4
  • 5
    • 32144464887 scopus 로고    scopus 로고
    • Fault-signature modeling and detection of inner-race bearing faults
    • DOI 10.1109/TIA.2005.861365
    • J. R. Stack, T. G. Habetler, and R. G. Harley, "Fault-signature modeling and detection of inner-race bearing faults," IEEE Trans. Ind. Appl., vol. 42, no. 1, pp. 61-68, Jan./Feb. 2006. (Pubitemid 43204768)
    • (2006) IEEE Transactions on Industry Applications , vol.42 , Issue.1 , pp. 61-68
    • Stack, J.R.1    Habetler, T.G.2    Harley, R.G.3
  • 7
    • 29244467991 scopus 로고    scopus 로고
    • Condition monitoring and fault diagnosis of electrical motors - A review
    • DOI 10.1109/TEC.2005.847955
    • S. Nandi, H. A. Toliyat, and L. Xiaodong, "Condition monitoring and fault diagnosis of electrical motors-a review," IEEE Trans. Energy Convers., vol. 20, no. 4, pp. 719-729, Dec. 2005. (Pubitemid 41830047)
    • (2005) IEEE Transactions on Energy Conversion , vol.20 , Issue.4 , pp. 719-729
    • Nandi, S.1    Toliyat, H.A.2    Li, X.3
  • 8
    • 0028433976 scopus 로고
    • A review by discussion of condition monitoring and fault diagnosis in machine tools
    • M. K. F, "A review by discussion of condition monitoring and fault diagnosis in machine tools," Int. J. Mach. Tools Manufact., vol. 34, pp. 527-551, 1994.
    • (1994) Int. J. Mach. Tools Manufact. , vol.34 , pp. 527-551
    • F, M.K.1
  • 9
    • 84857063471 scopus 로고    scopus 로고
    • Inchoate fault detection framework: Adaptive selection of wavelet nodes and cumulant orders
    • Mar
    • M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "Inchoate fault detection framework: Adaptive selection of wavelet nodes and cumulant orders," IEEE Trans. Instrum. Meas., vol. 61, no. 3, pp. 685-695, Mar. 2012.
    • (2012) IEEE Trans. Instrum. Meas. , vol.61 , Issue.3 , pp. 685-695
    • Yaqub, M.F.1    Gondal, I.2    Kamruzzaman, J.3
  • 11
    • 81055125425 scopus 로고    scopus 로고
    • Resonant frequency band estimation using adaptive wavelet decomposition level selection
    • M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "Resonant frequency band estimation using adaptive wavelet decomposition level selection," in Proc. Int. Conf. Mechatron. Autom. (ICMA), 2011, pp. 376-381.
    • (2011) Proc. Int. Conf. Mechatron. Autom. (ICMA) , pp. 376-381
    • Yaqub, M.F.1    Gondal, I.2    Kamruzzaman, J.3
  • 13
    • 33750503791 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble
    • DOI 10.1016/j.ymssp.2006.01.007, PII S0888327006000306
    • Q. Hu, Z. He, Z. Zhang, and Y. Zi, "Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble," Mechan. Syst. Signal Process., vol. 21, pp. 688-705, 2007. (Pubitemid 44667414)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.2 , pp. 688-705
    • Hu, Q.1    He, Z.2    Zhang, Z.3    Zi, Y.4
  • 14
    • 67949102010 scopus 로고    scopus 로고
    • Adjustable-speed drive bearing-fault detection via wavelet packet decomposition
    • Aug
    • K. Teotrakool, M. J. Devaney, and L. Eren, "Adjustable-speed drive bearing-fault detection via wavelet packet decomposition," IEEE Trans. Instrum. Meas., vol. 58, no. 8, pp. 2747-2754, Aug. 2009.
    • (2009) IEEE Trans. Instrum. Meas. , vol.58 , Issue.8 , pp. 2747-2754
    • Teotrakool, K.1    Devaney, M.J.2    Eren, L.3
  • 15
    • 79956221114 scopus 로고    scopus 로고
    • Severity invariant feature selection for machine health monitoring
    • M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "Severity invariant feature selection for machine health monitoring," Int. Rev. Electr. Eng., vol. 6, pp. 238-248, 2011.
    • (2011) Int. Rev. Electr. Eng. , vol.6 , pp. 238-248
    • Yaqub, M.F.1    Gondal, I.2    Kamruzzaman, J.3
  • 17
    • 0021841455 scopus 로고
    • The vibration produced by multiple point defects in a rolling element bearing
    • P. D. McFadden and J. D. Smith, "The vibration produced by multiple point defects in a rolling element bearing," J. Sound Vibration, vol. 98, pp. 263-273, 1985.
    • (1985) J. Sound Vibration , vol.98 , pp. 263-273
    • McFadden, P.D.1    Smith, J.D.2
  • 18
    • 0023330169 scopus 로고
    • Diagnosiing multiple faults
    • J. Kleer and B. C. Williams, "Diagnosiing multiple faults," Artif. Intell., vol. 32, pp. 97-130, 1987.
    • (1987) Artif. Intell. , vol.32 , pp. 97-130
    • Kleer, J.1    Williams, B.C.2
  • 20
    • 0022588547 scopus 로고
    • Effect of abrasion medium on wear of stress-bearing composites and amalgam in vitro
    • A. J. Degee, P. Pallav, and C. L. Davidson, "Effect of abrasion medium on wear of stress-bearing composites and amalgam in vitro," J. Dental Res., vol. 65, pp. 654-658, 1986. (Pubitemid 16119152)
    • (1986) Journal of Dental Research , vol.65 , Issue.5 , pp. 654-658
    • De Gee, A.J.1    Pallav, P.2    Davidson, C.L.3
  • 23
    • 0012020346 scopus 로고    scopus 로고
    • Wavelet analysis and envelope detection for rolling element bearing fault diagnosis - Their effectiveness and flexibilities
    • P. W. Tse, Y. H. Peng, and R. Yam, "Wavelet analysis and envelope detection for rolling element bearing fault diagnosis-Their effectiveness and flexibilities," J. Vibration Acoust., vol. 123, pp. 303-310, 2001. (Pubitemid 33716048)
    • (2001) Journal of Vibration and Acoustics, Transactions of the ASME , vol.123 , Issue.3 , pp. 303-310
    • Tse, P.W.1    Peng, Y.H.2    Yam, R.3
  • 24
    • 0035456236 scopus 로고    scopus 로고
    • The relationship between spectral correlation and envelope analysis in the diagnostics of bearing faults and other cyclostationary machine signals
    • DOI 10.1006/mssp.2001.1415
    • R. B. Randall, J. Antoni, and S. Chobsaard, "The relationship between spectral correlation and envelope analysis in the diagnosis of bearing faults and other cyclostationary machine signals," Mechan. Syst. Signal Process., vol. 15, pp. 945-962, 2001. (Pubitemid 33112620)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.5 , pp. 945-962
    • Randall, R.B.1    Antoni, J.2    Chobsaard, S.3
  • 25
    • 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," Mechan. Syst. Signal Process., vol. 19, pp. 259-270, 2005.
    • (2005) Mechan. Syst. Signal Process. , vol.19 , pp. 259-270
    • Yu, D.1    Cheng, J.2    Yang, Y.3
  • 27
    • 0035273597 scopus 로고    scopus 로고
    • Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings
    • DOI 10.1006/mssp.2000.1330
    • R. Rubini and U. Meneghetti, "Application of the envelope and wavelet transform analysis for the diagnosis of incipient faults in ball bearings," Mechan. Syst. Signal Process., vol. 15, pp. 287-302, 2001. (Pubitemid 32409308)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.2 , pp. 287-302
    • Rubini, R.1    Meneghetti, U.2
  • 29
    • 69249153422 scopus 로고    scopus 로고
    • Rolling bearing fault classification based on envelope spectrum and support vector machine
    • L. Guo, J. Chen, and X. Li, "Rolling bearing fault classification based on envelope spectrum and support vector machine," J. Vibration Contr., vol. 15, pp. 1349-1363, 2009.
    • (2009) J. Vibration Contr. , vol.15 , pp. 1349-1363
    • Guo, L.1    Chen, J.2    Li, X.3
  • 30
    • 33947309561 scopus 로고    scopus 로고
    • Hilbert-huang transform-based vibration signal analysis for machine health monitoring
    • DOI 10.1109/TIM.2006.887042
    • Y. Ruqiang and R. X. Gao, "Hilbert-Huang transform-based vibration signal analysis for machine health monitoring," IEEE Trans. Inst. Meas., vol. 55, no. 6, pp. 2320-2329, Dec. 2006. (Pubitemid 46438220)
    • (2006) IEEE Transactions on Instrumentation and Measurement , vol.55 , Issue.6 , pp. 2320-2329
    • Yan, R.1    Gao, R.X.2
  • 32
    • 0000320905 scopus 로고
    • Fitting segmented regression models by grid search
    • P. M. Lerman, "Fitting segmented regression models by grid search," J. Roy. Stat. Soc. Series C (Appl. Statist.), vol. 29, pp. 77-84, 1980.
    • (1980) J. Roy. Stat. Soc. Series C (Appl. Statist.) , vol.29 , pp. 77-84
    • Lerman, P.M.1
  • 33
    • 0942267826 scopus 로고    scopus 로고
    • Estimation of the running speed and bearing defect frequencies of an induction motor from vibration data
    • H. Ocak and K. A. Loparo, "Estimation of the running speed and bearing defect frequencies of an induction motor from vibration data," Mechan. Syst. Signal Process., vol. 18, pp. 515-533, 2004.
    • (2004) Mechan. Syst. Signal Process. , vol.18 , pp. 515-533
    • Ocak, H.1    Loparo, K.A.2
  • 34
    • 39649087791 scopus 로고    scopus 로고
    • A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals
    • DOI 10.1016/j.ymssp.2007.10.006, PII S0888327007002014
    • I. S. Bozchalooi and M. Liang, "A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals," Mechan. Syst. Signal Process., vol. 22, pp. 915-933, 2008. (Pubitemid 351289018)
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.4 , pp. 915-933
    • Bozchalooi, I.S.1    Liang, M.2
  • 35
    • 84874986969 scopus 로고    scopus 로고
    • An adaptive self-configuration scheme for severity invariant machine fault diagnosis
    • accepted for publication
    • M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "An adaptive self-configuration scheme for severity invariant machine fault diagnosis," IEEE Trans. Rel., 2012, accepted for publication.
    • (2012) IEEE Trans. Rel.
    • Yaqub, M.F.1    Gondal, I.2    Kamruzzaman, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.