메뉴 건너뛰기




Volumn 22, Issue 6, 2009, Pages 864-867

Research on fault diagnosis for reciprocating compressor valve using information entropy and SVM method

Author keywords

Fault diagnosis; Information entropy; Reciprocating compressor valve; SVM

Indexed keywords

FAULT CLASSIFICATION; FAULT DIAGNOSIS; INFORMATION ENTROPY; NON-LINEARITY; NONLINEAR PATTERN; RECIPROCATING COMPRESSOR; RECOGNITION PERFORMANCE; SMALL SAMPLES; SVM MODEL;

EID: 71649087757     PISSN: 09504230     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jlp.2009.08.012     Document Type: Article
Times cited : (106)

References (13)
  • 1
    • 33845623677 scopus 로고    scopus 로고
    • Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors
    • Achmad W., and Bo-Suk Y. Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors. Expert Systems with Applications 33 (2007) 241-250
    • (2007) Expert Systems with Applications , vol.33 , pp. 241-250
    • Achmad, W.1    Bo-Suk, Y.2
  • 2
    • 33750481498 scopus 로고    scopus 로고
    • Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors
    • Achmad W., Bo-Suk Y., and Tian H. Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors. Expert Systems with Applications 32 (2007) 299-312
    • (2007) Expert Systems with Applications , vol.32 , pp. 299-312
    • Achmad, W.1    Bo-Suk, Y.2    Tian, H.3
  • 3
    • 33750479828 scopus 로고    scopus 로고
    • A new optimum feature extraction and classification method for speaker recognition: GWPNN
    • Engin A. A new optimum feature extraction and classification method for speaker recognition: GWPNN. Expert Systems with Applications 32 (2007) 485-498
    • (2007) Expert Systems with Applications , vol.32 , pp. 485-498
    • Engin, A.1
  • 5
    • 33645025237 scopus 로고    scopus 로고
    • A method for detecting damage-induced nonlinearities in structures using information theory
    • Nichols J.M., Seaver M., and Trickey S.T. A method for detecting damage-induced nonlinearities in structures using information theory. Journal of Sound and Vibration 297 (2006) 1-16
    • (2006) Journal of Sound and Vibration , vol.297 , pp. 1-16
    • Nichols, J.M.1    Seaver, M.2    Trickey, S.T.3
  • 6
    • 5044244532 scopus 로고    scopus 로고
    • Enhanced diagnostic certainty using information entropy theory
    • Qu L.S., Li L.M., and Jay L. Enhanced diagnostic certainty using information entropy theory. Advanced Engineering Informatics 17 (2003) 141-150
    • (2003) Advanced Engineering Informatics , vol.17 , pp. 141-150
    • Qu, L.S.1    Li, L.M.2    Jay, L.3
  • 7
    • 1442345515 scopus 로고    scopus 로고
    • Some measures to improve the quality of fault diagnosis
    • Qu L.S., and Zhang H.J. Some measures to improve the quality of fault diagnosis. China Mechanical Engineering 12 10 (2001) 1168-1172
    • (2001) China Mechanical Engineering , vol.12 , Issue.10 , pp. 1168-1172
    • Qu, L.S.1    Zhang, H.J.2
  • 9
    • 0347608635 scopus 로고    scopus 로고
    • Extracting information entropy features for rotating machinery vibration signals
    • Shen T., Huang S.H., and Han S.M. Extracting information entropy features for rotating machinery vibration signals. Chinese Journal of Mechanical Engineering 37 6 (2001) 94-98
    • (2001) Chinese Journal of Mechanical Engineering , vol.37 , Issue.6 , pp. 94-98
    • Shen, T.1    Huang, S.H.2    Han, S.M.3
  • 10
    • 0042665494 scopus 로고    scopus 로고
    • Application of the wavelet transform to fault diagnosis in compressor valves
    • Wang Y.K., Liao M.F., and Zhao T. Application of the wavelet transform to fault diagnosis in compressor valves. China Mechanical Engineering 14 12 (2003) 1046-1048
    • (2003) China Mechanical Engineering , vol.14 , Issue.12 , pp. 1046-1048
    • Wang, Y.K.1    Liao, M.F.2    Zhao, T.3
  • 11
    • 33646519024 scopus 로고    scopus 로고
    • A roller bearing fault diagnosis method based on EMD energy entropy and ANN
    • Yang Y., Yu D.J., and Cheng J.S. A roller bearing fault diagnosis method based on EMD energy entropy and ANN. Journal of Sound and Vibration 294 (2006) 269-277
    • (2006) Journal of Sound and Vibration , vol.294 , pp. 269-277
    • Yang, Y.1    Yu, D.J.2    Cheng, J.S.3
  • 12
    • 34848858238 scopus 로고    scopus 로고
    • A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM
    • Yu Y., Yu D.J., and Cheng J.S. A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM. Measurement 40 (2007) 943-950
    • (2007) Measurement , vol.40 , pp. 943-950
    • Yu, Y.1    Yu, D.J.2    Cheng, J.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.