메뉴 건너뛰기




Volumn 40, Issue 17, 2012, Pages

Fault diagnosis of bearing in wind turbine based on empirical mode decomposition and divergence index

Author keywords

Divergence; Empirical Mode Decomposition (EMD); Fault diagnosis; Gearbox; Rolling bearing; Wind turbines

Indexed keywords

DIVERGENCE; EMPIRICAL MODE DECOMPOSITION; EXPERIMENT TESTS; FAULT FREQUENCY; FAULT SAMPLE; GEARBOX; HILBERT ENVELOPE; J-DIVERGENCE; KL-DIVERGENCE; ROLLING BEARINGS; VIBRATION SIGNAL;

EID: 84867425187     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (20)

References (17)
  • 1
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis
    • HUANG N E, SHEN Z, LONG S R, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis[J]. Proceeding of Royal Society A, 1998(454): 903-995.
    • (1998) Proceeding of Royal Society A , Issue.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3
  • 2
    • 1842482137 scopus 로고    scopus 로고
    • Bearing damage detection via wavelet packet decomposition of the stator current
    • Eren Levent, Devaney M J. Bearing damage detection via wavelet packet decomposition of the stator current[J]. IEEE Instrumentation & Measurement, 2004, 53(2): 431-436.
    • (2004) IEEE Instrumentation & Measurement , vol.53 , Issue.2 , pp. 431-436
    • Levent, E.1    Devaney, M.J.2
  • 3
    • 79960072408 scopus 로고    scopus 로고
    • Detection of inter-harmonic in power system based on Meyer wavelet and FFT
    • FANG Guo-zhi, YANG Cai-shan, YANG Chao. Detection of inter-harmonic in power system based on Meyer wavelet and FFT[J]. Power System Protection and Control, 2011, 39(12): 90-93.
    • (2011) Power System Protection and Control , vol.39 , Issue.12 , pp. 90-93
    • Fang, G.-Z.1    Yang, C.-S.2    Yang, C.3
  • 5
    • 4344660716 scopus 로고    scopus 로고
    • Application of EMD method and Hilbert spectrum to the fault diagnosis of rolling bearings
    • YU De-jie, CHENG Jun-sheng, YANG Yu. Application of EMD method and Hilbert spectrum to the fault diagnosis of rolling bearings[J]. Mechanical Systems and Signal Processing, 2005, 19(2): 259-270.
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.2 , pp. 259-270
    • Yu, D.-J.1    Cheng, J.-S.2    Yang, Y.3
  • 6
    • 27744580640 scopus 로고    scopus 로고
    • A fault diagnosis approach for rolling bearings based on EMD method and AR model
    • CHENG Jun-sheng, YU De-jie, YANG Yu. A fault diagnosis approach for rolling bearings based on EMD method and AR model[J]. Mechanical systems and Signal Processing, 2006, 20(2): 350-362.
    • (2006) Mechanical systems and Signal Processing , vol.20 , Issue.2 , pp. 350-362
    • Cheng, J.-S.1    Yu, D.-J.2    Yang, Y.3
  • 8
    • 79955971585 scopus 로고    scopus 로고
    • Method of modal parameter identification of power system low frequency oscillation based on EMD and SSI
    • LI Tian-yun, YUAN Ming-zhe, LI Jun-qiang, et al. Method of modal parameter identification of power system low frequency oscillation based on EMD and SSI[J]. Power System Protection and Control, 2011, 39(8): 6-10.
    • (2011) Power System Protection and Control , vol.39 , Issue.8 , pp. 6-10
    • Li, T.-Y.1    Yuan, M.-Z.2    Li, J.-Q.3
  • 9
    • 77954366836 scopus 로고    scopus 로고
    • Application of EMD on single-pole adaptive reclosure of transmission
    • LAN Hua, AI Tao, LI Yang. Application of EMD on single-pole adaptive reclosure of transmission[J]. Power System Protection and Control, 2010, 38(2): 35-39.
    • (2010) Power System Protection and Control , vol.38 , Issue.2 , pp. 35-39
    • Lan, H.1    Ai, T.2    Li, Y.3
  • 10
    • 35349016309 scopus 로고    scopus 로고
    • A tour of the Hilbert-Huang transform: An empirical tool for signal analysis
    • RUQIANG YAN, GAO R X. A tour of the Hilbert-Huang transform: an empirical tool for signal analysis[J]. IEEE Instrumentation & Measurement Magazine, 2007, 10(5): 40-45.
    • (2007) IEEE Instrumentation & Measurement Magazine , vol.10 , Issue.5 , pp. 40-45
    • Yan, R.1    Gao, R.X.2
  • 11
    • 84867422809 scopus 로고    scopus 로고
    • Application of pattern classification method based on J divergence to fault diagnosis
    • MIAO Gang, MA Xiao-jiang, REN Quan-min. Application of pattern classification method based on J divergence to fault diagnosis[J]. China Mechanical Engineering, 2007, 184(4): 31-33.
    • (2007) China Mechanical Engineering , vol.184 , Issue.4 , pp. 31-33
    • Miao, G.1    Ma, X.-J.2    Ren, Q.-M.3
  • 12
    • 79952542661 scopus 로고    scopus 로고
    • K-L divergence based model clustering method for fast speaker identification
    • WANG Huan-liang, HAN Ji-qing, ZHENG Gui-bin. K-L divergence based model clustering method for fast speaker identification[J]. Pattern Recognition and Artificial Intelligence, 2010, 23(6): 856-861.
    • (2010) Pattern Recognition and Artificial Intelligence , vol.23 , Issue.6 , pp. 856-861
    • Wang, H.-L.1    Han, J.-Q.2    Zheng, G.-B.3
  • 13
    • 61649099445 scopus 로고    scopus 로고
    • Bearing data center seeded fault test data
    • The Case Western Reserve University Bearing Data Center Website
    • The Case Western Reserve University Bearing Data Center Website. Bearing data center seeded fault test data[EB/OL]. http://www.eecs.case.edu/laboratory/bearing. 2007.
    • (2007)
  • 14
    • 77956366656 scopus 로고    scopus 로고
    • Design and application of online fault warning and diagnosis integrated system for wind turbines
    • GUO Yan-ping, YAN Wen-jun, BAO Zhe-jing. Design and application of online fault warning and diagnosis integrated system for wind turbines[J]. Automation of Electric Power Systems, 2010, 34(16): 83-86.
    • (2010) Automation of Electric Power Systems , vol.34 , Issue.16 , pp. 83-86
    • Guo, Y.-P.1    Yan, W.-J.2    Bao, Z.-J.3
  • 15
    • 77951912585 scopus 로고    scopus 로고
    • Parameter estimation of voltage flicker based on Hilbert transform and Pisarenko harmonic decomposition
    • WEI Xiao-pu, XU Yong-hai, GUO Chun-lin, et al. Parameter estimation of voltage flicker based on Hilbert transform and Pisarenko harmonic decomposition[J]. Power System Protection and Control, 2010, 38(6): 26-29.
    • (2010) Power System Protection and Control , vol.38 , Issue.6 , pp. 26-29
    • Wei, X.-P.1    Xu, Y.-H.2    Guo, C.-L.3
  • 16
    • 5444230160 scopus 로고    scopus 로고
    • An amplitude modulation detector for fault diagnosis in rolling element bearings
    • Stack J R, Ronald G, Habetler T G. An amplitude modulation detector for fault diagnosis in rolling element bearings[J]. IEEE Transactions on Industrial Electronics, 2004, 51(5): 1097-1102.
    • (2004) IEEE Transactions on Industrial Electronics , vol.51 , Issue.5 , pp. 1097-1102
    • Stack, J.R.1    Ronald, G.2    Habetler, T.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.