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Volumn , Issue , 2010, Pages 3307-3312

Selection of the number of principal components based on the fault reconstruction approach applied to a new combined index

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL ENGINEERING;

EID: 79953145712     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2010.5717411     Document Type: Conference Paper
Times cited : (7)

References (11)
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    • A study on the number of principal components and sensitivity of fault detection using PCA
    • M. Tamura and S. Tsujita, A study on the number of principal components and sensitivity of fault detection using PCA, Computers & Chemical Engineering, vol. 31, no. 9, 2007, pp 1035-1046.
    • (2007) Computers & Chemical Engineering , vol.31 , Issue.9 , pp. 1035-1046
    • Tamura, M.1    Tsujita, S.2
  • 2
    • 0242354134 scopus 로고    scopus 로고
    • Statistical process monitoring: Basics and beyond
    • S.J. Qin, Statistical process monitoring: basics and beyond, Journal of Chemometrics, vol. 17, no. 8-9, 2003, pp 480-502.
    • (2003) Journal of Chemometrics , vol.17 , Issue.8-9 , pp. 480-502
    • Qin, S.J.1
  • 3
    • 0033230994 scopus 로고    scopus 로고
    • Selection of the Number of Principal Components: The Variance of the Reconstruction Error Criterion with a Comparison to Other Methods
    • S. Valle, W. Li and S.J. Qin, Selection of the Number of Principal Components: The Variance of the Reconstruction Error Criterion with a Comparison to Other Methods, Ind. Eng. Chem. Res., vol. 38, no. 11, 1999, pp 4389-4401.
    • (1999) Ind. Eng. Chem. Res. , vol.38 , Issue.11 , pp. 4389-4401
    • Valle, S.1    Li, W.2    Qin, S.J.3
  • 4
    • 0033903077 scopus 로고    scopus 로고
    • Determining the number of principal components for best reconstruction
    • S.J. Qin and R. Dunia, Determining the number of principal components for best reconstruction, Journal of Process Control, vol. 10, no. 2, 2000, pp 245-250.
    • (2000) Journal of Process Control , vol.10 , Issue.2 , pp. 245-250
    • Qin, S.J.1    Dunia, R.2
  • 5
    • 0035802262 scopus 로고    scopus 로고
    • Reconstruction-Based Fault Identification Using a Combined Index
    • H.H. Yue and S.J. Qin, Reconstruction-Based Fault Identification Using a Combined Index, Ind. Eng. Chem. Res., vol. 40, no. 20, 2001, pp 4403-4414.
    • (2001) Ind. Eng. Chem. Res. , vol.40 , Issue.20 , pp. 4403-4414
    • Yue, H.H.1    Qin, S.J.2
  • 7
    • 58149184003 scopus 로고    scopus 로고
    • Fault detection and isolation with robust principal component analysis
    • Y. Tharrault, G. Mourot, J. Ragot and D. Maquin, Fault detection and isolation with robust principal component analysis, Int. J. Appl. Math. Comput. Sci., vol. 18, no. 4, 2008, pp 429-442.
    • (2008) Int. J. Appl. Math. Comput. Sci. , vol.18 , Issue.4 , pp. 429-442
    • Tharrault, Y.1    Mourot, G.2    Ragot, J.3    Maquin, D.4
  • 9
    • 0000235653 scopus 로고
    • Some Theorems on Quadratic Forms Applied in the Study of Analysis of Variance Problems, I. Effect of Inequality of Variance in the One-Way Classification
    • G.E.P. Box, Some Theorems on Quadratic Forms Applied in the Study of Analysis of Variance Problems, I. Effect of Inequality of Variance in the One-Way Classification, Ann. Math. Statist., vol. 25, no. 2, 1954, pp 290-302.
    • (1954) Ann. Math. Statist. , vol.25 , Issue.2 , pp. 290-302
    • Box, G.E.P.1
  • 10
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring bach processes
    • P. Nomikos and J.F. MacGregor, Multivariate SPC charts for monitoring bach processes, Technometrics, vol. 37, no. 1, 1995, pp 41-59.
    • (1995) Technometrics , vol.37 , Issue.1 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.