메뉴 건너뛰기




Volumn 642, Issue 1-2, 2009, Pages 27-36

Drift correction in multivariate calibration models using on-line reference measurements

Author keywords

Drift invariance; Multivariate calibration; Orthogonal projection; Space inclusion; Spectral measurements

Indexed keywords

DRIFT INVARIANCE; MULTIVARIATE CALIBRATION; ORTHOGONAL PROJECTION; SPACE INCLUSION; SPECTRAL MEASUREMENTS;

EID: 67349165507     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2008.12.044     Document Type: Article
Times cited : (8)

References (30)
  • 1
    • 4644271780 scopus 로고    scopus 로고
    • A comparison of multivariate calibration techniques applied to experimental NIR data sets. Part III. Robustness against instrumental perturbation conditions
    • Estienne F., Despagne F., Walczak B., de Noord O.E., and Massart D.L. A comparison of multivariate calibration techniques applied to experimental NIR data sets. Part III. Robustness against instrumental perturbation conditions. Chemometrics and Intelligent Laboratory Systems 73 2 (2004) 207-218
    • (2004) Chemometrics and Intelligent Laboratory Systems , vol.73 , Issue.2 , pp. 207-218
    • Estienne, F.1    Despagne, F.2    Walczak, B.3    de Noord, O.E.4    Massart, D.L.5
  • 2
    • 4544351822 scopus 로고    scopus 로고
    • Strategy for introducing NIR spectroscopy and multivariate calibration techniques in industry
    • Larrechi M.S., and Callao M.P. Strategy for introducing NIR spectroscopy and multivariate calibration techniques in industry. TrAC Trends in Analytical Chemistry 22 9 (2003) 634-640
    • (2003) TrAC Trends in Analytical Chemistry , vol.22 , Issue.9 , pp. 634-640
    • Larrechi, M.S.1    Callao, M.P.2
  • 3
    • 25644458548 scopus 로고    scopus 로고
    • Ensemble methods and data augmentation by noise addition applied to the analysis of spectroscopic data
    • Saiz-Abajo M.J., Mevik B.H., Segtnan V.H., and Naes T. Ensemble methods and data augmentation by noise addition applied to the analysis of spectroscopic data. Analytica Chimica Acta 533 2 (2005) 147-159
    • (2005) Analytica Chimica Acta , vol.533 , Issue.2 , pp. 147-159
    • Saiz-Abajo, M.J.1    Mevik, B.H.2    Segtnan, V.H.3    Naes, T.4
  • 6
    • 3142520032 scopus 로고    scopus 로고
    • Chemometric correction of drift effects in optical spectra
    • Vogt F., Steiner H., Booksh K., and Mizaikoff B. Chemometric correction of drift effects in optical spectra. Applied Spectroscopy 58 6 (2004) 683-692
    • (2004) Applied Spectroscopy , vol.58 , Issue.6 , pp. 683-692
    • Vogt, F.1    Steiner, H.2    Booksh, K.3    Mizaikoff, B.4
  • 7
    • 0028820823 scopus 로고
    • Related versions of the multiplicative scatter correction method for preprocessing spectroscopic data
    • Helland I.S., Naes T., and Isaksson T. Related versions of the multiplicative scatter correction method for preprocessing spectroscopic data. Chemometrics and Intelligent Laboratory Systems 29 2 (1995) 233-241
    • (1995) Chemometrics and Intelligent Laboratory Systems , vol.29 , Issue.2 , pp. 233-241
    • Helland, I.S.1    Naes, T.2    Isaksson, T.3
  • 9
    • 0037616588 scopus 로고    scopus 로고
    • EPO-PLS external parameter orthogonalization of PLS application to temperature-independent measurement of sugar content of intact fruits
    • Roger J.M., Chauchard F., and Bellon-Maurel V. EPO-PLS external parameter orthogonalization of PLS application to temperature-independent measurement of sugar content of intact fruits. Chemometrics and Intelligent Laboratory Systems 66 2 (2003) 191-204
    • (2003) Chemometrics and Intelligent Laboratory Systems , vol.66 , Issue.2 , pp. 191-204
    • Roger, J.M.1    Chauchard, F.2    Bellon-Maurel, V.3
  • 10
    • 39649086911 scopus 로고    scopus 로고
    • Robust calibration using orthogonal projection and experimental design. Application to the correction of the light scattering effect on turbid NIR spectra
    • Preys S., Roger J.M., and Boulet J.C. Robust calibration using orthogonal projection and experimental design. Application to the correction of the light scattering effect on turbid NIR spectra. Chemometrics and Intelligent Laboratory Systems 91 1 (2008) 28-33
    • (2008) Chemometrics and Intelligent Laboratory Systems , vol.91 , Issue.1 , pp. 28-33
    • Preys, S.1    Roger, J.M.2    Boulet, J.C.3
  • 11
    • 53649092532 scopus 로고    scopus 로고
    • Error removal by orthogonal subtraction (EROS): a customised pre-treatment for spectroscopic data
    • Zhu Y., Fearn T., Samuel D., Dhar A., Hameed O., Bown S.G., and Lovat L.B. Error removal by orthogonal subtraction (EROS): a customised pre-treatment for spectroscopic data. Journal of Chemometrics 22 2 (2008) 130-134
    • (2008) Journal of Chemometrics , vol.22 , Issue.2 , pp. 130-134
    • Zhu, Y.1    Fearn, T.2    Samuel, D.3    Dhar, A.4    Hameed, O.5    Bown, S.G.6    Lovat, L.B.7
  • 12
    • 0032183694 scopus 로고    scopus 로고
    • Matrix-enhanced calibration procedure for multivariate calibration models with near-infrared spectra
    • Riley M.R., Arnold M.A., and Murhammer D.W. Matrix-enhanced calibration procedure for multivariate calibration models with near-infrared spectra. Applied Spectroscopy 52 10 (1998) 1339-1347
    • (1998) Applied Spectroscopy , vol.52 , Issue.10 , pp. 1339-1347
    • Riley, M.R.1    Arnold, M.A.2    Murhammer, D.W.3
  • 13
    • 0034270706 scopus 로고    scopus 로고
    • New prediction-augmented classical least-squares (PACLS) methods: application to unmodeled interferents
    • Haaland D.M., and Melgaard D.K. New prediction-augmented classical least-squares (PACLS) methods: application to unmodeled interferents. Applied Spectroscopy 54 (2000) 1303-1312
    • (2000) Applied Spectroscopy , vol.54 , pp. 1303-1312
    • Haaland, D.M.1    Melgaard, D.K.2
  • 14
    • 0037999896 scopus 로고    scopus 로고
    • Within-batch and batch-to-batch inferential-adaptive control of semibatch reactors: a partial least squares approach
    • Flores-Cerrillo J., and MacGregor J.F. Within-batch and batch-to-batch inferential-adaptive control of semibatch reactors: a partial least squares approach. Industrial & Engineering Chemistry Research 42 14 (2003) 3334-3345
    • (2003) Industrial & Engineering Chemistry Research , vol.42 , Issue.14 , pp. 3334-3345
    • Flores-Cerrillo, J.1    MacGregor, J.F.2
  • 15
    • 32944472427 scopus 로고    scopus 로고
    • Dynamic orthogonal projection. A new method to maintain the on-line robustness of multivariate calibrations. Application to NIR-based monitoring of wine fermentations
    • Zeaiter M., Roger J.M., and Bellon-Maurel V. Dynamic orthogonal projection. A new method to maintain the on-line robustness of multivariate calibrations. Application to NIR-based monitoring of wine fermentations. Chemometrics and Intelligent Laboratory Systems 80 2 (2006) 227-235
    • (2006) Chemometrics and Intelligent Laboratory Systems , vol.80 , Issue.2 , pp. 227-235
    • Zeaiter, M.1    Roger, J.M.2    Bellon-Maurel, V.3
  • 16
    • 34248654578 scopus 로고    scopus 로고
    • On-line recalibration of spectral measurements using metabolite injections and dynamic orthogonal projection
    • Dabros M., Amrhein M., Gujral P., and von Stockar U. On-line recalibration of spectral measurements using metabolite injections and dynamic orthogonal projection. Applied Spectroscopy 61 5 (2007) 507-513
    • (2007) Applied Spectroscopy , vol.61 , Issue.5 , pp. 507-513
    • Dabros, M.1    Amrhein, M.2    Gujral, P.3    von Stockar, U.4
  • 17
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos P., and MacGregor J.F. Multivariate SPC charts for monitoring batch processes. Technometrics 37 1 (1995) 41-59
    • (1995) Technometrics , vol.37 , Issue.1 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 19
    • 33644778589 scopus 로고    scopus 로고
    • Comparison of derivative preprocessing and automated polynomial baseline correction method for classification and quantification of narcotics in solid mixtures
    • Leger M.N., and Ryder A.G. Comparison of derivative preprocessing and automated polynomial baseline correction method for classification and quantification of narcotics in solid mixtures. Applied Spectroscopy 60 (2006) 182-193
    • (2006) Applied Spectroscopy , vol.60 , pp. 182-193
    • Leger, M.N.1    Ryder, A.G.2
  • 20
    • 18844363199 scopus 로고    scopus 로고
    • Investigation of selected baseline removal techniques as candidates for automated implementation
    • Schulze G., Jirasek A., Yu M.M.L., Lim A., Turner R.F.B., and Blades M.W. Investigation of selected baseline removal techniques as candidates for automated implementation. Applied Spectroscopy 59 (2005) 545-574
    • (2005) Applied Spectroscopy , vol.59 , pp. 545-574
    • Schulze, G.1    Jirasek, A.2    Yu, M.M.L.3    Lim, A.4    Turner, R.F.B.5    Blades, M.W.6
  • 22
    • 18844431843 scopus 로고    scopus 로고
    • Ensemble methods and partial least squares regression
    • Mevik B.H., Segtnan V.H., and Naes T. Ensemble methods and partial least squares regression. Journal of Chemometrics 18 11 (2004) 498-507
    • (2004) Journal of Chemometrics , vol.18 , Issue.11 , pp. 498-507
    • Mevik, B.H.1    Segtnan, V.H.2    Naes, T.3
  • 23
    • 0000153784 scopus 로고    scopus 로고
    • Optimization of partial-least-squares calibration models by simulation of instrumental perturbations
    • Despagne F., Massart D.L., and de Noord O.E. Optimization of partial-least-squares calibration models by simulation of instrumental perturbations. Analytical Chemistry 69 16 (1997) 3391-3399
    • (1997) Analytical Chemistry , vol.69 , Issue.16 , pp. 3391-3399
    • Despagne, F.1    Massart, D.L.2    de Noord, O.E.3
  • 24
    • 0025387226 scopus 로고
    • Measurement of stray light in atomic absorption spectrometry
    • Black S.S., Robarge W.P., and Boss C.B. Measurement of stray light in atomic absorption spectrometry. Applied Spectroscopy 44 (1990) 280-285
    • (1990) Applied Spectroscopy , vol.44 , pp. 280-285
    • Black, S.S.1    Robarge, W.P.2    Boss, C.B.3
  • 25
    • 0001863578 scopus 로고    scopus 로고
    • Benchmarking of multivariate statistical process control tools for a semiconductor etch process: improving robustness through model updating
    • Gallagher N., Wise B., Butler S., White D., and Barna G. Benchmarking of multivariate statistical process control tools for a semiconductor etch process: improving robustness through model updating. IFAC ADCHEM'97 (1997) 78-83
    • (1997) IFAC ADCHEM'97 , pp. 78-83
    • Gallagher, N.1    Wise, B.2    Butler, S.3    White, D.4    Barna, G.5
  • 26
    • 0031168001 scopus 로고    scopus 로고
    • Recursive exponentially weighted PLS and its applications to adaptive control and prediction
    • Dayal B.S., and MacGregor J.F. Recursive exponentially weighted PLS and its applications to adaptive control and prediction. Journal of Process Control 7 3 (1997) 169-179
    • (1997) Journal of Process Control , vol.7 , Issue.3 , pp. 169-179
    • Dayal, B.S.1    MacGregor, J.F.2
  • 27
    • 0037470098 scopus 로고    scopus 로고
    • Estimation of partial least squares regression prediction uncertainty when the reference values carry a sizeable measurement error
    • Fernàndez Pierna J.A., Jin L., Wahl F., Faber N.M., and Massart D.L. Estimation of partial least squares regression prediction uncertainty when the reference values carry a sizeable measurement error. Chemometrics and Intelligent Laboratory Systems 65 2 (2003) 281-291
    • (2003) Chemometrics and Intelligent Laboratory Systems , vol.65 , Issue.2 , pp. 281-291
    • Fernàndez Pierna, J.A.1    Jin, L.2    Wahl, F.3    Faber, N.M.4    Massart, D.L.5
  • 30
    • 0031449219 scopus 로고    scopus 로고
    • Multilevel multifactor designs for multivariate calibration
    • Brereton R.G. Multilevel multifactor designs for multivariate calibration. Analyst (Cambridge, UK) 122 (1997) 1521-1529
    • (1997) Analyst (Cambridge, UK) , vol.122 , pp. 1521-1529
    • Brereton, R.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.