메뉴 건너뛰기




Volumn 14, Issue 4, 2006, Pages 486-493

Fault isolation by partial dynamic principal component analysis in dynamic process

Author keywords

Dynamic principal component analysis; Fault isolation; Partial principal component analysis; Structured residual

Indexed keywords

CHEMICAL REACTORS; CONDITION MONITORING; DYNAMIC PROGRAMMING; MATHEMATICAL MODELS; PROCESS CONTROL; STATISTICS;

EID: 33749864316     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(06)60103-1     Document Type: Article
Times cited : (30)

References (14)
  • 1
    • 0242497447 scopus 로고    scopus 로고
    • Multivariate statistical process monitoring and control: Recent developments and applications to chemical industry
    • Liang, J., Qian, J. X., Multivariate statistical process monitoring and control: Recent developments and applications to chemical industry, Chin. J. Chem. Eng., 11(2), 191-203(2003).
    • (2003) Chin. J. Chem. Eng. , vol.11 , Issue.2 , pp. 191-203
    • Liang, J.1    Qian, J.X.2
  • 2
    • 11144223015 scopus 로고    scopus 로고
    • A robust statistical batch process monitoring framework and its application
    • Xie, L., Zhang, J. M., Wang, S. Q., A robust statistical batch process monitoring framework and its application, Chin. J. Chem. Eng., 12(5), 682-687(2004).
    • (2004) Chin. J. Chem. Eng. , vol.12 , Issue.5 , pp. 682-687
    • Xie, L.1    Zhang, J.M.2    Wang, S.Q.3
  • 3
    • 0028424619 scopus 로고
    • Process monitoring and diagnosis by multi-block PLS methods
    • MacGregor, J. F., Jaeckle, C., Kiparissides, C., Koutoui, M., Process monitoring and diagnosis by multi-block PLS methods, AIChE J, 40(5), 826-838(1994).
    • (1994) AIChE J , vol.40 , Issue.5 , pp. 826-838
    • MacGregor, J.F.1    Jaeckle, C.2    Kiparissides, C.3    Koutoui, M.4
  • 4
    • 3142577148 scopus 로고    scopus 로고
    • Faulty sensor detection and reconstruction for a PVC making process
    • Li, Y., Zhou, D. H., Xie, Z., Qin, S. J., Faulty sensor detection and reconstruction for a PVC making process, Chin. J. Chem. Eng., 12(2), 71-77(2004).
    • (2004) Chin. J. Chem. Eng. , vol.12 , Issue.2 , pp. 71-77
    • Li, Y.1    Zhou, D.H.2    Xie, Z.3    Qin, S.J.4
  • 5
    • 0033083952 scopus 로고    scopus 로고
    • Isolation enhanced principal component analysis
    • Gertler, J., Li, W. H., Huang, Y. B., McAvoy, T., Isolation enhanced principal component analysis, AIChE J, 45(2), 323-334(1999).
    • (1999) AIChE J , vol.45 , Issue.2 , pp. 323-334
    • Gertler, J.1    Li, W.H.2    Huang, Y.B.3    McAvoy, T.4
  • 6
    • 4444320697 scopus 로고    scopus 로고
    • Fault isolation by partial PCA in the nonlinear process
    • Hangzhou
    • Li, R. Y., Rong, G., Fault isolation by partial PCA in the nonlinear process, In: Proceedings of 5th WCICA, Hangzhou (2004).
    • (2004) Proceedings of 5th WCICA
    • Li, R.Y.1    Rong, G.2
  • 7
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with applications to multivariate statistical process monitoring
    • Bakshi, B. R., Multiscale PCA with applications to multivariate statistical process monitoring, AIChE J, 44(7), 1596-1610(1998).
    • (1998) AIChE J , vol.44 , Issue.7 , pp. 1596-1610
    • Bakshi, B.R.1
  • 8
    • 33749853606 scopus 로고    scopus 로고
    • Statistical process monitoring based on dynamic principal component analysis
    • Chen, Y., Wang, W. H., Sun, Y. X., Statistical process monitoring based on dynamic principal component analysis, J. Chem. Ind. Eng. (China), 51(5), 666-670(2000).
    • (2000) J. Chem. Ind. Eng. (China) , vol.51 , Issue.5 , pp. 666-670
    • Chen, Y.1    Wang, W.H.2    Sun, Y.X.3
  • 10
    • 0347380851 scopus 로고    scopus 로고
    • Noise-induced bias in last principal component modeling of linear system
    • Cao, J., Gertler, J., Noise-induced bias in last principal component modeling of linear system, J. Process Control, 14, 365-376(2004).
    • (2004) J. Process Control , vol.14 , pp. 365-376
    • Cao, J.1    Gertler, J.2
  • 11
    • 0000333541 scopus 로고    scopus 로고
    • Principal component analysis and parity relations - A strong duality
    • Hull, UK
    • Gertler, J., McAvoy, T. J., Principal component analysis and parity relations-A strong duality, In: Preprints of IFAC Safe Process Symposium, Hull, UK (1997).
    • (1997) Preprints of IFAC Safe Process Symposium
    • Gertler, J.1    McAvoy, T.J.2
  • 12
    • 0030127409 scopus 로고    scopus 로고
    • Statistical process monitoring and disturbance diagnosis in multivariable continuous processes
    • Raich, A., Cinar, A., Statistical process monitoring and disturbance diagnosis in multivariable continuous processes, AIChE J, 42(4), 995-1009(1996).
    • (1996) AIChE J , vol.42 , Issue.4 , pp. 995-1009
    • Raich, A.1    Cinar, A.2
  • 13
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal components models
    • Wold, S., Cross-validatory estimation of the number of components in factor and principal components models, Technometrics, 20(4), 397-405(1978).
    • (1978) Technometrics , vol.20 , Issue.4 , pp. 397-405
    • Wold, S.1
  • 14
    • 0030530039 scopus 로고    scopus 로고
    • The process chemometrics approach to process monitoring and fault detection
    • Wise, B. M., Gallagher, N. B., The process chemometrics approach to process monitoring and fault detection, J. Process Control, 6(6), 329-348(1996).
    • (1996) J. Process Control , vol.6 , Issue.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.