메뉴 건너뛰기




Volumn 46, Issue 1, 2010, Pages 204-210

Geometric properties of partial least squares for process monitoring

Author keywords

Partial least squares (PLS); Process monitoring; Simplified PLS (SIMPLS); Weight deflated PLS (W PLS)

Indexed keywords

ANALYSIS RESULTS; GEOMETRIC PROPERTIES; NUMERICAL EXAMPLE; PARTIAL LEAST SQUARES; PARTIAL LEAST SQUARES (PLS); PROJECTION TO LATENT STRUCTURES; SPACE DECOMPOSITION;

EID: 73049084841     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2009.10.030     Document Type: Article
Times cited : (355)

References (22)
  • 1
    • 67349245154 scopus 로고    scopus 로고
    • Reconstruction-based contribution for process monitoring
    • Alcala C., and Qin S. Reconstruction-based contribution for process monitoring. Automatica 45 7 (2009) 1593-1600
    • (2009) Automatica , vol.45 , Issue.7 , pp. 1593-1600
    • Alcala, C.1    Qin, S.2
  • 3
    • 10444237307 scopus 로고    scopus 로고
    • Multiblock PLS-based localized process diagnosis
    • Choi S.W., and Lee I.B. Multiblock PLS-based localized process diagnosis. Journal of Process Control 15 3 (2005) 295-306
    • (2005) Journal of Process Control , vol.15 , Issue.3 , pp. 295-306
    • Choi, S.W.1    Lee, I.B.2
  • 5
    • 0027530250 scopus 로고
    • SIMPLS: An alternative approach to partial least squares regression
    • De Jong S. SIMPLS: An alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems 18 3 (1993) 251-263
    • (1993) Chemometrics and Intelligent Laboratory Systems , vol.18 , Issue.3 , pp. 251-263
    • De Jong, S.1
  • 6
    • 0033897869 scopus 로고    scopus 로고
    • A weighted view on the partial least-squares algorithm
    • Di Ruscio D. A weighted view on the partial least-squares algorithm. Automatica 36 6 (2000) 831-850
    • (2000) Automatica , vol.36 , Issue.6 , pp. 831-850
    • Di Ruscio, D.1
  • 7
    • 0027561446 scopus 로고
    • A plant-wide industrial process control problem
    • Downs J.J., and Vogel E.F. A plant-wide industrial process control problem. Computers & Chemical Engineering 17 3 (1993) 245-255
    • (1993) Computers & Chemical Engineering , vol.17 , Issue.3 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 8
    • 0032144398 scopus 로고    scopus 로고
    • Subspace approach to multidimensional fault identification and reconstruction
    • Dunia R., and Qin S.J. Subspace approach to multidimensional fault identification and reconstruction. AIChE Journal 44 8 (1998) 1813-1831
    • (1998) AIChE Journal , vol.44 , Issue.8 , pp. 1813-1831
    • Dunia, R.1    Qin, S.J.2
  • 12
    • 9744237208 scopus 로고    scopus 로고
    • Multiple-fault diagnosis of the Tennessee Eastman process based on system decomposition and dynamic PLS
    • Lee G., Han C.H., and Yoon E.S. Multiple-fault diagnosis of the Tennessee Eastman process based on system decomposition and dynamic PLS. Industrial and Engineering Chemistry Research 43 25 (2004) 8037-8048
    • (2004) Industrial and Engineering Chemistry Research , vol.43 , Issue.25 , pp. 8037-8048
    • Lee, G.1    Han, C.H.2    Yoon, E.S.3
  • 13
    • 1042268071 scopus 로고    scopus 로고
    • Sub-PCA modeling and on-line monitoring strategy for batch processes
    • Lu N., Gao F., and Wang F. Sub-PCA modeling and on-line monitoring strategy for batch processes. AIChE Journal 50 1 (2004) 255-259
    • (2004) AIChE Journal , vol.50 , Issue.1 , pp. 255-259
    • Lu, N.1    Gao, F.2    Wang, F.3
  • 14
  • 15
    • 0032044750 scopus 로고    scopus 로고
    • Recursive PLS algorithms for adaptive data modeling
    • Qin S.J. Recursive PLS algorithms for adaptive data modeling. Computers and Chemical Engineering 22 4-5 (1998) 503-514
    • (1998) Computers and Chemical Engineering , vol.22 , Issue.4-5 , pp. 503-514
    • Qin, S.J.1
  • 16
    • 0242354134 scopus 로고    scopus 로고
    • Statistical process monitoring: Basics and beyond
    • Qin S.J. Statistical process monitoring: Basics and beyond. Journal of Chemometrics 17 8-9 (2003) 480-502
    • (2003) Journal of Chemometrics , vol.17 , Issue.8-9 , pp. 480-502
    • Qin, S.J.1
  • 17
    • 0005913793 scopus 로고    scopus 로고
    • The objective function of partial least squares regression
    • Ter Braak C.J.F., and De Jong S. The objective function of partial least squares regression. Journal of Chemometrics 12 1 (1998) 41-54
    • (1998) Journal of Chemometrics , vol.12 , Issue.1 , pp. 41-54
    • Ter Braak, C.J.F.1    De Jong, S.2
  • 19
    • 0030530039 scopus 로고    scopus 로고
    • The process chemometrics approach to process monitoring and fault detection
    • Wise B.M., and Gallagher N.B. The process chemometrics approach to process monitoring and fault detection. Journal of Process Control 6 (1996) 329-348
    • (1996) Journal of Process Control , vol.6 , pp. 329-348
    • Wise, B.M.1    Gallagher, N.B.2
  • 20
    • 27344451451 scopus 로고    scopus 로고
    • Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis
    • Xia C., Howell J., and Thornhill N. Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis. Automatica 41 12 (2005) 2067-2075
    • (2005) Automatica , vol.41 , Issue.12 , pp. 2067-2075
    • Xia, C.1    Howell, J.2    Thornhill, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.