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Volumn , Issue , 2012, Pages 461-466

Fault detection and diagnosis using Principal Component Analysis of vibration data from a reciprocating compressor

Author keywords

contribution plots; Fault detection; Principles component analysis; Reciprocating compressor; Vibration

Indexed keywords

COMPONENT ANALYSIS; CONTRIBUTION PLOTS; DETECTION AND DIAGNOSIS; DETECTION METHODS; DIAGNOSTIC FEATURES; DRIVE BELTS; FAULT DETECTION AND DIAGNOSIS; HOTELLING'S T; INTERCOOLERS; LOG LIKELIHOOD; LOWER BOUNDS; MULTI STAGE; PCA MODEL; POTENTIAL FEATURES; Q STATISTICS; SUCTION VALVES; TIME DOMAIN; VALVE LEAKAGE; VIBRATION; VIBRATION DATA;

EID: 84869479016     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CONTROL.2012.6334674     Document Type: Conference Paper
Times cited : (52)

References (21)
  • 1
    • 34347264414 scopus 로고    scopus 로고
    • Industrial implementation of on-line multivariate quality control
    • DOI 10.1016/j.chemolab.2007.02.005, PII S0169743907000445
    • L. H. Chiang and L. F. Colegrove, "Industrial implementation of on-line multivariate quality control," Chemometrics and Intelligent Laboratory Systems, vol. 88, pp. 143-153, 2007. (Pubitemid 47002033)
    • (2007) Chemometrics and Intelligent Laboratory Systems , vol.88 , Issue.2 , pp. 143-153
    • Chiang, L.H.1    Colegrove, L.F.2
  • 6
    • 0030530039 scopus 로고    scopus 로고
    • The process chemometrics approach to process monitoring and fault detection
    • DOI 10.1016/0959-1524(96)00009-1, PII S0950152496000091
    • B. M. Wise and N. B. Gallagher, "The process chemometrics approach to process monitoring and fault detection," Journal of Process Control, vol. 6, pp. 329-348, 1996. (Pubitemid 126375552)
    • (1996) Journal of Process Control , vol.6 , Issue.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2
  • 7
    • 0037106519 scopus 로고    scopus 로고
    • Multivariate process monitoring and fault diagnosis by multi-scale pca
    • M. Mirsa, H. H. Yoo, S. J. Qin, and C. Ling, "Multivariate Process monitoring and fault diagnosis by multi-scale PCA " Computers and chemical Engineering, vol. 26, pp. 1281-1293, 2002.
    • (2002) Computers and chemical Engineering , vol.26 , pp. 1281-1293
    • Mirsa, M.1    Yoo, H.H.2    Qin, S.J.3    Ling, C.4
  • 8
    • 0037288818 scopus 로고    scopus 로고
    • Application of exponentially weighted principal component analysis for the monitoring of a polymer film manufacturing process
    • S. Lane, E. B. Martin, A. J. Morris, and P. Gower, "Application of exponentially weighted principal component analysis for the monitoring of a polymer film manufacturing process," Transactions of the Institute of measurement and control, vol. 25, pp. 17-35, 2003.
    • (2003) Transactions of the Institute of measurement and control , vol.25 , pp. 17-35
    • Lane, S.1    Martin, E.B.2    Morris, A.J.3    Gower, P.4
  • 10
    • 0001606671 scopus 로고    scopus 로고
    • Contribution plot: A missing link in multivariate quality control
    • P. Miller, R. Swanson, and C. Heckler, "Contribution plot: a missing link in multivariate quality control " Applied Math and Computer Science, vol. 8, pp. 775-792, 1998.
    • (1998) Applied Math and Computer Science , vol.8 , pp. 775-792
    • Miller, P.1    Swanson, R.2    Heckler, C.3
  • 11
    • 0030387633 scopus 로고    scopus 로고
    • Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis World Batch Forum, Toronto, May 1996
    • PII S0019057896000353
    • P. Nomikos, "Detection and diagnosis of abnormal batch operations based on multi-way principal comonent analysis," ISA Trans, vol. 35, pp. 259-266, 1996. (Pubitemid 126764629)
    • (1996) ISA Transactions , vol.35 , Issue.3 , pp. 259-266
    • Nomikos, P.1
  • 12
    • 0030262558 scopus 로고    scopus 로고
    • Multivariate spc methods for process and product monitoring
    • T. Kourti and J. F. MacGregor, "Multivariate SPC Methods for Process and Product Monitoring," J.Qual. Technol, vol. 28, p. 409, 1996.
    • (1996) J.Qual. Technol , vol.28 , pp. 409
    • Kourti, T.1    MacGregor, J.F.2
  • 13
    • 3943098501 scopus 로고    scopus 로고
    • Contribution plots for fault identication based on the dissimilarity of process data
    • M. Kano, S. Hasebe, and I. Hashimoto, "Contribution Plots for Fault Identication Based on the Dissimilarity of Process Data," AIChE, 2000.
    • (2000) AIChE
    • Kano, M.1    Hasebe, S.2    Hashimoto, I.3
  • 14
    • 0001282938 scopus 로고    scopus 로고
    • On unifying multiblock analysis with application to decentralized process monitoring
    • J. S. Qin, S. Valle, and M. J. Piovoso, "On Unifying Multiblock Analysis with Application to Decentralized Process Monitoring," J. Chemom, vol. 15, p. 715, 2001.
    • (2001) J. Chemom , vol.15 , pp. 715
    • Qin, J.S.1    Valle, S.2    Piovoso, M.J.3
  • 15
    • 0034282185 scopus 로고    scopus 로고
    • Statistical and causal model-based approaches to fault detection and isolation
    • S. Yoon and J. F. MacGregor, "Statistical and Causal Model-Based Approaches to Fault Detection and Isolation," AIChE J, vol. 46, p. 1813, 2000.
    • (2000) AIChE J , vol.46 , pp. 1813
    • Yoon, S.1    MacGregor, J.F.2
  • 16
    • 0029267381 scopus 로고
    • Statistical process control of multivariate processes
    • J. F. MacGregor and T. Kourti, "Statistical Process Control of Multivariate Processes," Control Engineering Practice, vol. 3, pp. 403-414, 1995.
    • (1995) Control Engineering Practice , vol.3 , pp. 403-414
    • MacGregor, J.F.1    Kourti, T.2
  • 17
    • 0030530039 scopus 로고    scopus 로고
    • The process chemometrics approach to process monitoring and fault detection
    • DOI 10.1016/0959-1524(96)00009-1, PII S0950152496000091
    • B. M. Wise and N. B. Gallagher, "The Process Chemometrics Approached to process and fault detection," J. of Process Control, vol. 6, pp. 329-348, 1996. (Pubitemid 126375552)
    • (1996) Journal of Process Control , vol.6 , Issue.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2
  • 18
    • 0029267381 scopus 로고
    • Statistical process control of multivariate processes
    • J. F. MacGregor and T. Kourti, "Statistical process control of multivariate processes," Control Engineering Practice, vol. 3, pp. 403-414, 1995.
    • (1995) Control Engineering Practice , vol.3 , pp. 403-414
    • MacGregor, J.F.1    Kourti, T.2
  • 19
    • 0034621628 scopus 로고    scopus 로고
    • Generalized contribution plots in multivariate statistical process monitoring
    • DOI 10.1016/S0169-7439(00)00062-9, PII S0169743900000629
    • J. A. Westerhuis, S. P. Gurden, and A. K. Smilde, "Generalized contribution plots in multivariate statistical process monitoring," Chemometrics and Intelligent Laboratory Systems, vol. 51, pp. 95-114, 2000. (Pubitemid 30251933)
    • (2000) Chemometrics and Intelligent Laboratory Systems , vol.51 , Issue.1 , pp. 95-114
    • Westerhuis, J.A.1    Gurden, S.P.2    Smilde, A.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.