Discrimination of poly(vinyl chloride) samples with different plasticizers and prediction of plasticizer contents in poly(vinyl chloride) using near-infrared spectroscopy and neural-network analysis

Analytical Sciences

Volumn 19, Issue 2, 2003, Pages 309-312

  Saeki, Kazumitsu ^a   Funatsu, Kimito ^b   Tanabe, Kazutoshi ^c  

^a TOYAMA INDUSTRIAL TECHNOLOGY CENTER   (Japan)

^b TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

^c CHIBA INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHLORINE COMPOUNDS; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; NEAR INFRARED SPECTROSCOPY; PLASTIC RECYCLING; PLASTICIZERS; POLYVINYL CHLORIDES; QUALITY CONTROL; REINFORCED PLASTICS; SOLVENTS;

CALIBRATION MODEL; CORRELATION COEFFICIENT; NEAR INFRARED SPECTRA; PARTIAL LEAST SQUARES REGRESSION ANALYSIS; ROOT-MEAN-SQUARE ERROR OF PREDICTIONS; SECOND DERIVATIVES;

NEURAL NETWORKS;

PLASTICIZER; POLYVINYLCHLORIDE;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CALCULATION; CALIBRATION; COMPUTER PREDICTION; CORRELATION COEFFICIENT; DRUG DISCRIMINATION; MATHEMATICAL MODEL; NEAR INFRARED SPECTROSCOPY; PROCESS OPTIMIZATION; QUALITY CONTROL; RECYCLING; REGRESSION ANALYSIS; ROOT MEAN SQUARE ERROR OF PREDICTION; SAMPLING;

EID: 0037327696     PISSN: 09106340     EISSN: None     Source Type: Journal    
DOI: 10.2116/analsci.19.309     Document Type: Article

References (18)

1. H. W. Siesler and K. Holland-Moriz, "Infrared and Raman Spectroscopy of Polymers", 1980, Marcel Dekker Inc., New York.
2. L. G. Weyer, Appl. Spectrosc. Rev., 1985, 20, 1.
3. E. Stark, K. Luchter, and M. Margoshes, Appl. Spectrosc. Rev., 1986, 22, 335.
4. K. B. Whetsel, Appl. Spectrosc. Rev., 1986, 21, 1.
5. C. E. Miller, Appl. Spectrosc. Rev., 1991, 26, 277.
6. H. W. Siesler, Macromol. Chem. Macromo. Symp., 1991, 5, 113.
7. "Handbook of Near-Infrared Analysis", ed. D. A. Bums and E. W. Ciurcziak, 1992, Marcel Dekker, New York.
8. J. W. Hall, D. E. Grzybowski, and S. L. Monfre, J. NIR Spectrosc., 1993, 1, 55.
9. K. A. B. Lee, Appl. Spectrosc. Rev., 1993, 28, 231.
10. K. Molt and D. Ihlbrock, Fresenius J. Anal. Chem., 1994, 348, 523.
11. G. Lachenal, Vib. Spectrosc., 1995, 9, 93.
12. M. P. B. van Uum, H. Lammers, and J. P. de Kleijin, Macromol. Chem. Phys., 1995, 196, 2023.
13. A. Khettry and M. G. Hansen, Polym. Eng. Sci., 1996, 36, 1232.
14. J. Zupan and J. Gasteiger, "Neural Networks for Chemists", 1993, VCH, Weinheim.
15. B. K. Lavine, Anal. Chem., 1998, 70, 209R.
16. T. Matsumoto, K. Tanabe, K. Saeki, T. Amano, and H. Uesaka, Bunseki Kagaku, 1999, 48, 483.
17. K. Saeki, T. Matsumoto, K. Tanabe, and T. Amano, Bunseki Kagaku, 2001, 50, 223.
18. K. Tanabe and T. Matsumoto, J. Comput. Chem. Jpn., 2002, 1, 23.