메뉴 건너뛰기




Volumn 22, Issue 5, 2008, Pages 323-334

Robust partial least squares regression - Part III, outlier analysis and application studies

Author keywords

Calibration model; Distillation process; Outlier detection; Outlier diagnosis; Partial least squares; Raman spectroscopy; Robust parameter estimation

Indexed keywords

DATA HANDLING; DISTILLATION; LEAST SQUARES APPROXIMATIONS; STATISTICS;

EID: 53649092530     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.1124     Document Type: Article
Times cited : (5)

References (13)
  • 1
    • 0344982260 scopus 로고    scopus 로고
    • Robust method for partial least squares regression
    • Hubert M, Branden KV. Robust method for partial least squares regression. J. Chemometrics 2003; 17(10): 537-549.
    • (2003) J. Chemometrics , vol.17 , Issue.10 , pp. 537-549
    • Hubert, M.1    Branden, K.V.2
  • 2
    • 22744444810 scopus 로고    scopus 로고
    • Calibration models for the vinyl acetate concentration in ethylene-vinyl acetate copolymers and its on-line monitoring by near-infrared spectroscopy and chemometrics: Use of band shifts associated with variations in the vinyl acetate concentration to improve the models
    • Watari M, Ozaki Y. Calibration models for the vinyl acetate concentration in ethylene-vinyl acetate copolymers and its on-line monitoring by near-infrared spectroscopy and chemometrics: use of band shifts associated with variations in the vinyl acetate concentration to improve the models. Appl. Spectr. 2005; 59(7): 912-919.
    • (2005) Appl. Spectr , vol.59 , Issue.7 , pp. 912-919
    • Watari, M.1    Ozaki, Y.2
  • 3
    • 33645649459 scopus 로고    scopus 로고
    • Evaluating the predictive powers of spectroscopy and chromatography for fuel quality assessment
    • Johnson KJ, Morris RE, Rose-Pehrsson SL. Evaluating the predictive powers of spectroscopy and chromatography for fuel quality assessment. Energy Fuels 2006; 20(2): 727-733.
    • (2006) Energy Fuels , vol.20 , Issue.2 , pp. 727-733
    • Johnson, K.J.1    Morris, R.E.2    Rose-Pehrsson, S.L.3
  • 4
    • 0035442469 scopus 로고    scopus 로고
    • Extended pls approach for enhanced condition monitoring of industrial processes
    • Kruger U, Chen Q, Sandoz DS, McFarlane RC. Extended pls approach for enhanced condition monitoring of industrial processes. AIChE J. 2001; 47(9): 2076-2091.
    • (2001) AIChE J , vol.47 , Issue.9 , pp. 2076-2091
    • Kruger, U.1    Chen, Q.2    Sandoz, D.S.3    McFarlane, R.C.4
  • 5
    • 0029252734 scopus 로고
    • Multivariate spc charts for monitoring batch process
    • Nomikos P, MacGregor JF. Multivariate spc charts for monitoring batch process. Technometrics 1995; 37(1): 41-59.
    • (1995) Technometrics , vol.37 , Issue.1 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 6
    • 0001925804 scopus 로고
    • Multivariate control charts for individual observations
    • Tracy ND, Young JC, Mason RL. Multivariate control charts for individual observations. J. Qual. Technol. 1992; 24(2): 88-95.
    • (1992) J. Qual. Technol , vol.24 , Issue.2 , pp. 88-95
    • Tracy, N.D.1    Young, J.C.2    Mason, R.L.3
  • 7
    • 84947841031 scopus 로고
    • Applications of multivariate statistical methods to process monitoring and controller design
    • Piovoso MJ, Kosanovich KA. Applications of multivariate statistical methods to process monitoring and controller design. Int. J. Control 1994; 59(3): 743-765.
    • (1994) Int. J. Control , vol.59 , Issue.3 , pp. 743-765
    • Piovoso, M.J.1    Kosanovich, K.A.2
  • 8
    • 0026360534 scopus 로고
    • Estimation of distillation composition from multiple temperature measurements using partial-least-squares regression
    • Mejdell T, Skogestad S. Estimation of distillation composition from multiple temperature measurements using partial-least-squares regression. Ind. Eng. Chem. Res. 1991; 30(12): 2543-2555.
    • (1991) Ind. Eng. Chem. Res , vol.30 , Issue.12 , pp. 2543-2555
    • Mejdell, T.1    Skogestad, S.2
  • 9
    • 0026403834 scopus 로고
    • Direct and indirect model based control using artificial neural networks
    • Psichogios DC, Ungar LH. Direct and indirect model based control using artificial neural networks. Ind. Eng. Chem. Res. 1991; 30(12): 2564-2573.
    • (1991) Ind. Eng. Chem. Res , vol.30 , Issue.12 , pp. 2564-2573
    • Psichogios, D.C.1    Ungar, L.H.2
  • 10
    • 0342397620 scopus 로고    scopus 로고
    • On robust partial least squares (PLS) methods
    • Gil JA, Romera R. On robust partial least squares (PLS) methods. J. Chemometrics 1998; 12(6): 365-378.
    • (1998) J. Chemometrics , vol.12 , Issue.6 , pp. 365-378
    • Gil, J.A.1    Romera, R.2
  • 11
    • 33847296589 scopus 로고    scopus 로고
    • Real-time principal component analysis of in-line NIR spectroscopy data as applied to heterogeneous catalysis research
    • Strauss MJ, Prinsloo NM. Real-time principal component analysis of in-line NIR spectroscopy data as applied to heterogeneous catalysis research. Appl. Catal. A Gen. 2007; 320: 16-23.
    • (2007) Appl. Catal. A Gen , vol.320 , pp. 16-23
    • Strauss, M.J.1    Prinsloo, N.M.2
  • 12
    • 33744907713 scopus 로고    scopus 로고
    • 3: Application of BTEM and other multivariate techniques to quantitative on-line FTIR measurements
    • 3: application of BTEM and other multivariate techniques to quantitative on-line FTIR measurements. J. Catal. 2006; 241(1): 189-199.
    • (2006) J. Catal , vol.241 , Issue.1 , pp. 189-199
    • Gao, F.1    Allian, A.D.2    Zhang, H.3    Cheng, S.4    Garland, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.