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Volumn , Issue , 2007, Pages 1671-1676

Bearings fault diagnosis based on HMM and fractal dimensions spectrum

Author keywords

Fault diagnosis; Fractional dimensions; Hidden Markov model; MLP

Indexed keywords

DATA ACQUISITION; FRACTAL DIMENSION; HIDDEN MARKOV MODELS; SIGNAL PROCESSING; SPECTRUM ANALYSIS;

EID: 37049023007     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMA.2007.4303801     Document Type: Conference Paper
Times cited : (9)

References (10)
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    • Zhang Xiaofen,Li Gongyan. extraction of fault diagnosis signal's frequency band with wavelet analysis[J].Journal of vibration and shock,2004,23(4):47-51
    • Zhang Xiaofen,Li Gongyan. extraction of fault diagnosis signal's frequency band with wavelet analysis[J].Journal of vibration and shock,2004,23(4):47-51
  • 4
    • 3843106846 scopus 로고    scopus 로고
    • Diagnostics of poor control loop performance using higher order statistics[J]
    • Choudhury, Diagnostics of poor control loop performance using higher order statistics[J]. Automation, 2005, 40(10): 1719-1728
    • (2005) Automation , vol.40 , Issue.10 , pp. 1719-1728
    • Choudhury1
  • 5
    • 0346973463 scopus 로고    scopus 로고
    • Application of general fractal dimension to coupling fault diagnosis[J]
    • in Chinese
    • Xu Yuxiu, Hou Rongtao, Yang Wenping · Application of general fractal dimension to coupling fault diagnosis[J]. China Mechanical Engineering, 2003, 14(21), 1812-1815(in Chinese).
    • (2003) China Mechanical Engineering , vol.14 , Issue.21 , pp. 1812-1815
    • Yuxiu, X.1    Rongtao, H.2    Wenping, Y.3
  • 6
    • 37049024756 scopus 로고    scopus 로고
    • LU Shuang, ZHANG Zi - da, LI Meng. Identification of Failure Mode of Rolling Bearing Based Waveform Distribution[J].Bearing.2004,10:34-36.
    • LU Shuang, ZHANG Zi - da, LI Meng. Identification of Failure Mode of Rolling Bearing Based Waveform Distribution[J].Bearing.2004,10:34-36.
  • 8
    • 33745935854 scopus 로고    scopus 로고
    • Mechanical Fault Diagnosis Model Based on Feature Evaluation and Neural Networks[J]
    • Lei Yaguo, He Zhengjia. Mechanical Fault Diagnosis Model Based on Feature Evaluation and Neural Networks[J]. JOURNAL OF XI'AN JIAOTONG UNIVERSITY, 2006,40(5):558-562
    • (2006) JOURNAL OF XI'AN JIAOTONG UNIVERSITY , vol.40 , Issue.5 , pp. 558-562
    • Yaguo, L.1    Zhengjia, H.2
  • 9
    • 0345978376 scopus 로고    scopus 로고
    • Jack L B,Nandi A K.Fault detection using support vector machines and artificial neural networks augmented by genetic algorithms[J].Mechanical Systems and Signal Processing,2002,16(3):373-390
    • Jack L B,Nandi A K.Fault detection using support vector machines and artificial neural networks augmented by genetic algorithms[J].Mechanical Systems and Signal Processing,2002,16(3):373-390
  • 10
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition[J]
    • Rabiner,L.R. A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition[J]. Proc.IEEE, 1989, 77(2):257-286
    • (1989) Proc.IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.