Non-destructive analysis of photodegradation of poly(methyl methacrylate) by near infrared light-fibre spectroscopy and chemometrics

被引:22
作者
Shimoyama, M [1 ]
Matsukawa, K
Inoue, H
Ninomiya, T
Ozaki, Y
机构
[1] Hyogo Prefectural Police Headquarters, Forens Sci Lab, Chuo Ku, Kobe, Hyogo 6508510, Japan
[2] Osaka Municipal Tech Res Inst, Plast Dept, Joto Ku, Osaka 5368553, Japan
[3] Kwansei Gakuin Univ, Sch Sci, Dept Chem, Nishinomiya, Hyogo 6628501, Japan
关键词
photo-degradation; poly(methylmethacrylate) polymer; light-fibre spectroscopy; PCA; PLS; non-destructive analysis; in situ analysis;
D O I
10.1255/jnirs.231
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Photo-degradation of poly(methyl methacrylate) (PMMA) has been analysed in situ by the use of near infrared (NIR) light-fibre spectroscopy. Fourier transform (FT) NIR spectra have been measured for PMMA plates irradiated by a high-pressure mercury lamp (450 W) for 0, 30, 60, 90, 120, 150, 180 and 210 min. Principal component analysis (PCA) has been carried out for the FT-NIR spectra pretreated by multiplicative scatter correction (MSC) or second derivative. A principal component (PC) weight loadings plot of factor 1 shows that the irradiation time is strongly correlated with the band due to the second overtone of the C=O stretching mode. Partial least squares (PLS) regression has enabled us to propose a calibration model which predicts the irradiation time of the PMMA plates, with a correlation coefficient and the mean square error of cross validation (RMSECV) of 0.995 and 7.2 min, respectively.
引用
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页码:27 / 32
页数:6
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