Discrimination of nylon polymers using attenuated total reflection mid-infrared spectra and multivariate statistical techniques

被引:34
作者
Enlow, EM [1 ]
Kennedy, JL [1 ]
Nieuwland, AA [1 ]
Hendrix, JE [1 ]
Morgan, SL [1 ]
机构
[1] Univ S Carolina, Dept Chem & Biochem, Columbia, SC 29208 USA
关键词
internal reflection spectroscopy; attenuated total reflection; ATR; Fourier transform infrared; FT-IR; nylon; discriminant analysis;
D O I
10.1366/0003702054615142
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Nylons are an important class of synthetic polymers, from an industrial, as well as forensic, perspective. A spectroscopic method, such as Fourier transform infrared (FT-IR) spectroscopy, is necessary to determine the nylon subclasses (e.g., nylon 6 or nylon 6,6). Library searching using absolute difference and absolute derivative difference algorithms gives inconsistent results for identifying nylon subclasses. The objective of this study was to evaluate the usefulness of peak ratio analysis and multivariate statistics for the identification of nylon subclasses using attenuated total reflection (ATR) spectral data. Many nylon subclasses could not be distinguished by the peak ratio of the N-H vibrational stretch to the sp(3) C-H-2 vibrational stretch intensities. Linear discriminant analysis, however, provided a graphical visualization of differences between nylon subclasses and was able to correctly classify a set of 270 spectra from eight different subclasses with 98.5% cross-validated accuracy. Index Headings: Internal reflection spectroscopy; Attenuated total reflection; ATR; Fourier transform infrared; FT-IR; Nylon; Discriminant analysis.
引用
收藏
页码:986 / 992
页数:7
相关论文
共 17 条
[1]  
[Anonymous], 1979, Multivariate analysis
[2]   A NEW APPROACH TO FORENSIC ANALYSIS WITH INFRARED MICROSCOPY - INTERNAL-REFLECTION SPECTROSCOPY [J].
BARTICK, EG ;
TUNGOL, MW ;
REFFNER, JA .
ANALYTICA CHIMICA ACTA, 1994, 288 (1-2) :35-42
[3]  
BARTICK EG, 1993, FORENSIC SCI HDB, V3, P71
[4]  
CHO L, 1997, THESIS KANSAS STATE, P62
[5]   Forensic discrimination of photocopy and printer toners. II. Discriminant analysis applied to infrared reflection-absorption spectroscopy [J].
Egan, WJ ;
Morgan, SL ;
Bartick, EG ;
Merrill, RA ;
Taylor, HJ .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2003, 376 (08) :1279-1285
[6]  
FAHRENFORT J, 1962, MOL SPECTROSC, V2, P437
[7]   The use of multiple measurements in taxonomic problems [J].
Fisher, RA .
ANNALS OF EUGENICS, 1936, 7 :179-188
[8]   Preparation and characterization of a series of polyamides with long alkylene segments: Nylons 12 20, 10 20, 8 20, 6 20, 4 20 and 2 20 [J].
Huang, Y ;
Li, WH ;
Yan, DY .
POLYMER BULLETIN, 2002, 49 (2-3) :111-118
[9]  
Koulis CV, 2001, J FORENSIC SCI, V46, P822
[10]  
Manly BFJ., 2017, Multivariate statistical methods: a primer, V4th edn.