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Volumn 43, Issue 3, 2008, Pages 339-348

Detection of rolling bearing defects using discrete wavelet analysis

Author keywords

Defect detection; Kurtosis; Mechanics of machines; Shocks signals; Wavelet multiresolution analysis

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; AEROSPACE APPLICATIONS; BEARINGS (MACHINE PARTS); BEARINGS (STRUCTURAL); EXTRACTION; FILTRATION; FINANCIAL DATA PROCESSING; MACHINE COMPONENTS; MULTIRESOLUTION ANALYSIS; OPTIMIZATION; SOLVENT EXTRACTION; WAVELET TRANSFORMS;

EID: 45249094142     PISSN: 00256455     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11012-007-9098-y     Document Type: Article
Times cited : (86)

References (29)
  • 1
    • 0033336360 scopus 로고    scopus 로고
    • A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings
    • Tandon N, Choudhury A (1999) A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings. Tribol Int 32:469-480
    • (1999) Tribol Int , vol.32 , pp. 469-480
    • Tandon, N.1    Choudhury, A.2
  • 2
    • 84991548185 scopus 로고
    • Detection of rolling element bearing damage by statistical vibration analysis
    • Dyer D, Stewart M (1978) Detection of rolling element bearing damage by statistical vibration analysis. J Mech Des 100:229-235
    • (1978) J Mech des , vol.100 , pp. 229-235
    • Dyer, D.1    Stewart, M.2
  • 4
    • 0031271384 scopus 로고    scopus 로고
    • Crest factor and kurtosis contributions to identify defects inducing periodical impulsive forces
    • 6
    • Pachaud C, Salvetas R, Fray C (1997) Crest factor and kurtosis contributions to identify defects inducing periodical impulsive forces. Mech Syst Signal Process 11(6):903-916
    • (1997) Mech Syst Signal Process , vol.11 , pp. 903-916
    • Pachaud, C.1    Salvetas, R.2    Fray, C.3
  • 5
    • 0031674597 scopus 로고    scopus 로고
    • Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition
    • 1-3
    • Heng RBW, Nor MJ (1998) Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition. Appl Acoust 53(1-3):211-226
    • (1998) Appl Acoust , vol.53 , pp. 211-226
    • Heng, R.B.W.1    Nor, M.J.2
  • 6
    • 0021377369 scopus 로고
    • Vibration monitoring of rolling element bearing by the high frequency resonance technique, a review
    • 1
    • MacFadden PD, Smith JD (1984) Vibration monitoring of rolling element bearing by the high frequency resonance technique, a review. Tribol Int 17(1):3-10
    • (1984) Tribol Int , vol.17 , pp. 3-10
    • MacFadden, P.D.1    Smith, J.D.2
  • 7
    • 0019931155 scopus 로고
    • Bearings faults detection using adaptive noise cancelling
    • Chaturvedi GK, Thomas DW (1982) Bearings faults detection using adaptive noise cancelling. J Mech Des 104:280-289
    • (1982) J Mech des , vol.104 , pp. 280-289
    • Chaturvedi, G.K.1    Thomas, D.W.2
  • 8
    • 16344365672 scopus 로고    scopus 로고
    • Detection of rolling element bearing defects by adaptive filtering
    • Khemili I, Chouchane M (2005) Detection of rolling element bearing defects by adaptive filtering. Eur J Mech A: Solids 24:293-303
    • (2005) Eur J Mech A: Solids , vol.24 , pp. 293-303
    • Khemili, I.1    Chouchane, M.2
  • 9
    • 0037564291 scopus 로고    scopus 로고
    • Optimization de la détection des défauts de roulements par débruitage des signaux par soustraction spectrale
    • Dron JP, Bolaers F, Rasolofondraibe L (2003) Optimization de la détection des défauts de roulements par débruitage des signaux par soustraction spectrale. Mec Ind 4:213-219
    • (2003) Mec Ind , vol.4 , pp. 213-219
    • Dron, J.P.1    Bolaers, F.2    Rasolofondraibe, L.3
  • 10
    • 1642442779 scopus 로고    scopus 로고
    • Improvement of the sensitivity of the scalar indicators (crest factor and kurtosis) using a de-noising method by spectral subtraction: Application to the detection of defects in ball bearings
    • Dron JP, Bolaers F, Rasolofondraibe L (2004) Improvement of the sensitivity of the scalar indicators (crest factor and kurtosis) using a de-noising method by spectral subtraction: application to the detection of defects in ball bearings. J Sound Vib 270:61-73
    • (2004) J Sound Vib , vol.270 , pp. 61-73
    • Dron, J.P.1    Bolaers, F.2    Rasolofondraibe, L.3
  • 11
    • 0347270154 scopus 로고    scopus 로고
    • Advanced detection of rolling bearing spalling from de-noising vibratory signals
    • Bolaers F, Cousinard O, Marconnet P, Rasolofondraibe L (2004) Advanced detection of rolling bearing spalling from de-noising vibratory signals. Control Eng Pract 12:181-190
    • (2004) Control Eng Pract , vol.12 , pp. 181-190
    • Bolaers, F.1    Cousinard, O.2    Marconnet, P.3    Rasolofondraibe, L.4
  • 12
    • 0029307534 scopus 로고
    • De-noising by soft thresholding
    • 3
    • Donoho DL (1995) De-noising by soft thresholding. IEEE Trans Inf Theory 41(3):613-627
    • (1995) IEEE Trans Inf Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 13
    • 33644547646 scopus 로고    scopus 로고
    • Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics
    • Qiu H, Lee J, Lin J, Yu G (2006) Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics. J Sound Vib 289:1066-1090
    • (2006) J Sound Vib , vol.289 , pp. 1066-1090
    • Qiu, H.1    Lee, J.2    Lin, J.3    Yu, G.4
  • 14
    • 14744296477 scopus 로고    scopus 로고
    • Design of mixture de-noising for detecting faulty bearing signals
    • Shao Y, Nezu K (2004) Design of mixture de-noising for detecting faulty bearing signals. J Sound Vib 282:899-917
    • (2004) J Sound Vib , vol.282 , pp. 899-917
    • Shao, Y.1    Nezu, K.2
  • 15
    • 0034206997 scopus 로고    scopus 로고
    • Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis
    • 1
    • Lin J (2000) Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis. J Sound Vib 234(1):35-148
    • (2000) J Sound Vib , vol.234 , pp. 35-148
    • Lin, J.1
  • 16
    • 33748765686 scopus 로고    scopus 로고
    • Wavelets analysis-A flexible and efficient fault diagnostic method for rolling element bearing
    • Germany, 4-7 July 2000
    • Peter W (2000) Wavelets analysis-A flexible and efficient fault diagnostic method for rolling element bearing. In: 7th international congress on sound and vibration, Germany, 4-7 July 2000, pp 507-514
    • (2000) 7th International Congress on Sound and Vibration , pp. 507-514
    • Peter, W.1
  • 17
    • 0036862592 scopus 로고    scopus 로고
    • Singularity analysis using continuous wavelet transform for bearing fault diagnosis
    • 6
    • Sun Q, Tang Y (2002) Singularity analysis using continuous wavelet transform for bearing fault diagnosis. Mech Syst Signal Process 16(6):1025-1041
    • (2002) Mech Syst Signal Process , vol.16 , pp. 1025-1041
    • Sun, Q.1    Tang, Y.2
  • 18
    • 0035273597 scopus 로고    scopus 로고
    • Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings
    • 2
    • Rubini R, Meneghetti U (2001) Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings. Mech Syst Signal Process 15(2):287-302
    • (2001) Mech Syst Signal Process , vol.15 , pp. 287-302
    • Rubini, R.1    Meneghetti, U.2
  • 19
    • 0037250099 scopus 로고    scopus 로고
    • Faults detection in DC electro motors using the continuous wavelet transform
    • Boltezar M, Simonovski I, Furlan M (2003) Faults detection in DC electro motors using the continuous wavelet transform. Meccanica 38:251-264
    • (2003) Meccanica , vol.38 , pp. 251-264
    • Boltezar, M.1    Simonovski, I.2    Furlan, M.3
  • 20
    • 0037246326 scopus 로고    scopus 로고
    • The application of advanced signal processing techniques to induction motor bearing condition diagnosis
    • Yang DM, Stronach AF, MacConnell P (2003) The application of advanced signal processing techniques to induction motor bearing condition diagnosis. Meccanica 38:297-308
    • (2003) Meccanica , vol.38 , pp. 297-308
    • Yang, D.M.1    Stronach, A.F.2    MacConnell, P.3
  • 21
    • 0036888796 scopus 로고    scopus 로고
    • Application of discrete wavelet transform for detection of ball bearings race faults
    • Brabhakar S, Mohanty AR, Sekhar AS (2002) Application of discrete wavelet transform for detection of ball bearings race faults. Tribol Int 35:793-800
    • (2002) Tribol Int , vol.35 , pp. 793-800
    • Brabhakar, S.1    Mohanty, A.R.2    Sekhar, A.S.3
  • 22
    • 0036532606 scopus 로고    scopus 로고
    • Rolling element bearing fault diagnosis using wavelet packets
    • Nikolaou NG, Antoniadis IA (2002) Rolling element bearing fault diagnosis using wavelet packets. NDT & E Int 35:197-205
    • (2002) NDT & e Int , vol.35 , pp. 197-205
    • Nikolaou, N.G.1    Antoniadis, I.A.2
  • 23
    • 45249112472 scopus 로고    scopus 로고
    • Prediction of spalling on a ball bearing by applying discrete wavelet transform to vibration signals
    • Mori K, Kasashima N, Yoshioda T, Ueno Y (1996) Prediction of spalling on a ball bearing by applying discrete wavelet transform to vibration signals. Wear 8:195-162
    • (1996) Wear , vol.8 , pp. 195-162
    • Mori, K.1    Kasashima, N.2    Yoshioda, T.3    Ueno, Y.4
  • 24
    • 0031162433 scopus 로고    scopus 로고
    • Wavelet decomposition of vibrations for detection of bearing-localized defects
    • 3
    • Li JC, Jun M (1997) Wavelet decomposition of vibrations for detection of bearing-localized defects. NDT & E Int 30(3):143-149
    • (1997) NDT & e Int , vol.30 , pp. 143-149
    • Li, J.C.1    Jun, M.2
  • 25
    • 27644587943 scopus 로고    scopus 로고
    • Monitoring gear vibrations through motor current signature analysis and wavelet transform
    • 2
    • Chinmaya K, Mohanty AR (2006) Monitoring gear vibrations through motor current signature analysis and wavelet transform. Mech Syst Signal Process 20(2):158-187
    • (2006) Mech Syst Signal Process , vol.20 , pp. 158-187
    • Chinmaya, K.1    Mohanty, A.R.2
  • 26
    • 0030145048 scopus 로고    scopus 로고
    • Application of wavelets to gearbox vibration signals for fault detection
    • 5
    • Wang WJ, MacFadden PD (1996) Application of wavelets to gearbox vibration signals for fault detection. J Sound Vib 192(5):927-939
    • (1996) J Sound Vib , vol.192 , pp. 927-939
    • Wang, W.J.1    MacFadden, P.D.2
  • 27
    • 0141845026 scopus 로고    scopus 로고
    • Gear faults diagnosis based on continuous wavelet transform
    • 2-3
    • Zheng H, Li Z, Chen X (2002) Gear faults diagnosis based on continuous wavelet transform. Mech Syst Signal Process 16(2-3):447-457
    • (2002) Mech Syst Signal Process , vol.16 , pp. 447-457
    • Zheng, H.1    Li, Z.2    Chen, X.3
  • 28
    • 0011158398 scopus 로고    scopus 로고
    • Diagnosis of tooth surface failure by wavelet transform of dynamic characteristics
    • Yoshida A, Ohue Y, Ishikawa H (2000) Diagnosis of tooth surface failure by wavelet transform of dynamic characteristics. Tribol Int 33:273-279
    • (2000) Tribol Int , vol.33 , pp. 273-279
    • Yoshida, A.1    Ohue, Y.2    Ishikawa, H.3
  • 29
    • 0033750237 scopus 로고    scopus 로고
    • Locating defects of gear system by the technique of wavelet transform
    • Sung CK, Tai HM, Chen CW (2000) Locating defects of gear system by the technique of wavelet transform. Mech Mach Theory 35:1169-1182
    • (2000) Mech Mach Theory , vol.35 , pp. 1169-1182
    • Sung, C.K.1    Tai, H.M.2    Chen, C.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.