메뉴 건너뛰기




Volumn 15, Issue 10, 2015, Pages 25648-25662

Compressive sensing of roller bearing faults via harmonic detection from under-sampled vibration signals

Author keywords

Compressive sensing; Fault detection; Harmonic detection; Matching pursuit; Roller bearing

Indexed keywords

COMPRESSED SENSING; FAULT DETECTION; HARMONIC ANALYSIS; ROLLERS (MACHINE COMPONENTS); SIGNAL DETECTION; SIGNAL RECONSTRUCTION; SIGNAL SAMPLING;

EID: 84944096985     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s151025648     Document Type: Article
Times cited : (39)

References (22)
  • 1
    • 0021377369 scopus 로고
    • Vibration monitoring of rolling element bearings by the high-frequency resonance technique-A review
    • McFadden, P.D.; Smith, J.D. Vibration monitoring of rolling element bearings by the high-frequency resonance technique-A review. Tribol. Int. 1984, 17, 3-10.
    • (1984) Tribol. Int. , vol.17 , pp. 3-10
    • McFadden, P.D.1    Smith, J.D.2
  • 2
    • 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. A Review of Vibration and Acoustic Measurement Methods for the Detection of Defects in Rolling Element Bearings. Tribol. Int. 1999, 32, 469-480.
    • (1999) Tribol. Int. , vol.32 , pp. 469-480
    • Tandon, N.1    Choudhury, A.2
  • 3
    • 0031674597 scopus 로고    scopus 로고
    • Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition
    • Heng, R.B.; Nor, M.J. Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition. Appl. Acoust. 1998, 53, 211-226.
    • (1998) Appl. Acoust. , vol.53 , pp. 211-226
    • Heng, R.B.1    Nor, M.J.2
  • 4
    • 33750499513 scopus 로고    scopus 로고
    • The application of energy operator demodulation approach based on EMD in machinery fault diagnosis
    • Junsheng, C.; Dejie, Y.; Yu, Y. The application of energy operator demodulation approach based on EMD in machinery fault diagnosis. Mech. Syst. Signal Process. 2007, 21, 668-677.
    • (2007) Mech. Syst. Signal Process. , vol.21 , pp. 668-677
    • Junsheng, C.1    Dejie, Y.2    Yu, Y.3
  • 5
    • 84885602851 scopus 로고    scopus 로고
    • Spectrum auto-correlation analysis and its application to fault diagnosis of rolling element bearings
    • Ming, A.B.; Qin, Z.Y.; Zhang, W.; Chu, F.L. Spectrum auto-correlation analysis and its application to fault diagnosis of rolling element bearings. Mech. Syst. Signal Process. 2013, 41, 141-154.
    • (2013) Mech. Syst. Signal Process. , vol.41 , pp. 141-154
    • Ming, A.B.1    Qin, Z.Y.2    Zhang, W.3    Chu, F.L.4
  • 6
    • 4344660716 scopus 로고    scopus 로고
    • Application of EMD Method and Hilbert Spectrum to the Fault Diagnosis of Roller Bearings
    • Yu, D.; Cheng, J.; Yang, Y. Application of EMD Method and Hilbert Spectrum to the Fault Diagnosis of Roller Bearings. Mech. Syst. Signal Process. 2005, 19, 259-270.
    • (2005) Mech. Syst. Signal Process. , vol.19 , pp. 259-270
    • Yu, D.1    Cheng, J.2    Yang, Y.3
  • 7
    • 34249751601 scopus 로고    scopus 로고
    • Bearing fault diagnosis using FFT of intrinsic mode functions in Hilbert-Huang transform
    • Rai, V.K.; Mohanty, A.R. Bearing fault diagnosis using FFT of intrinsic mode functions in Hilbert-Huang transform. Mech. Syst. Signal Process. 2007, 21, 2607-2615.
    • (2007) Mech. Syst. Signal Process. , vol.21 , pp. 2607-2615
    • Rai, V.K.1    Mohanty, A.R.2
  • 8
    • 84890013214 scopus 로고    scopus 로고
    • Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition
    • Lei, Y.; Li, N.; Lin, J.; Wang, S. Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition. Sensors 2013, 13, 16950-16964.
    • (2013) Sensors , vol.13 , pp. 16950-16964
    • Lei, Y.1    Li, N.2    Lin, J.3    Wang, S.4
  • 9
    • 84887433963 scopus 로고    scopus 로고
    • Wavelets for fault diagnosis of rotary machines: A review with applications
    • Yan, R.; Gao, R.X.; Chen, X. Wavelets for fault diagnosis of rotary machines: A review with applications. Signal Process. 2014, 96, 1-15.
    • (2014) Signal Process. , vol.96 , pp. 1-15
    • Yan, R.1    Gao, R.X.2    Chen, X.3
  • 10
    • 84902173527 scopus 로고    scopus 로고
    • Fault Detection Enhancement in Rolling Element Bearings via Peak-based Multi-scale Decomposition and Envelope Demodulation
    • 2014
    • Wang, H.Q.; Hou, W.; Tang, G.; Yuan, H.F.; Zhao, Q.L.; Cao, X. Fault Detection Enhancement in Rolling Element Bearings via Peak-based Multi-scale Decomposition and Envelope Demodulation. Math. Probl. Eng. 2014, 2014, doi:10.1155/2014/329458.
    • (2014) Math. Probl. Eng.
    • Wang, H.Q.1    Hou, W.2    Tang, G.3    Yuan, H.F.4    Zhao, Q.L.5    Cao, X.6
  • 17
    • 84871342984 scopus 로고    scopus 로고
    • Compressed Sensing Technology Applied to Fault Diagnosis of Train Rolling Bearing
    • Li, X.F.; Fan, X.C.; Jia, L.M. Compressed Sensing Technology Applied to Fault Diagnosis of Train Rolling Bearing. Appl. Mech. Mater. 2012, 226-228, 2056-2061.
    • (2012) Appl. Mech. Mater. , vol.226-228 , pp. 2056-2061
    • Li, X.F.1    Fan, X.C.2    Jia, L.M.3
  • 18
    • 84887486721 scopus 로고    scopus 로고
    • Compressed sensing based on dictionary learning for extracting impulse components
    • Chen, X.F.; Du, Z.H.; Li, J.M.; Li, X. Compressed sensing based on dictionary learning for extracting impulse components. Signal Process. 2014, 96, 94-109.
    • (2014) Signal Process. , vol.96 , pp. 94-109
    • Chen, X.F.1    Du, Z.H.2    Li, J.M.3    Li, X.4
  • 20
    • 84928189410 scopus 로고    scopus 로고
    • Sparse classification of rotating machinery faults based on compressive sensing strategy
    • press
    • Tang, G.; Yang, Q.; Wang, H.Q.; Luo, G.G.; Ma, J.W. Sparse classification of rotating machinery faults based on compressive sensing strategy. Mechatronics 2015, in press.
    • (2015) Mechatronics
    • Tang, G.1    Yang, Q.2    Wang, H.Q.3    Luo, G.G.4    Ma, J.W.5
  • 21
    • 0034264830 scopus 로고    scopus 로고
    • Optimization of bearing diagnostic techniques using simulated and actual bearing fault signals
    • Ho, D.; Randall, R.B. Optimization of bearing diagnostic techniques using simulated and actual bearing fault signals. Mech. Syst. Signal Process. 2000, 14, 763-788.
    • (2000) Mech. Syst. Signal Process. , vol.14 , pp. 763-788
    • Ho, D.1    Randall, R.B.2
  • 22
    • 62749175137 scopus 로고    scopus 로고
    • CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
    • Needell, D.; Tropp, J.A. CoSaMP: Iterative signal recovery from incomplete and inaccurate samples. Appl. Comput. Harmon. Anal. 2009, 26, 301-321.
    • (2009) Appl. Comput. Harmon. Anal. , vol.26 , pp. 301-321
    • Needell, D.1    Tropp, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.