Near-Infrared Spectroscopy for Anticounterfeiting Innovative Fibers
Author(s) -
Jing Cao,
Suraj Sharma
Publication year - 2013
Publication title -
isrn textiles
Language(s) - English
Resource type - Journals
ISSN - 2314-6389
DOI - 10.1155/2013/649407
Subject(s) - near infrared spectroscopy , textile , principal component analysis , materials science , spectroscopy , synthetic fiber , infrared spectroscopy , calibration , composite material , computer science , fiber , chemistry , optics , artificial intelligence , mathematics , organic chemistry , statistics , physics , quantum mechanics
Near-infrared (NIR) spectroscopy has gained increased attention for the qualitative and quantitative evaluation of textile and polymer products. Many NIR instruments have been commercialized to identify the natural and synthetic fibers; however, there is a strong need to have NIR database of these high-performance fibers to detect contraband textile materials rapidly and quantitatively. In this study, NIR spectra of PLA, Kevlar, Spandex and Sorona woven fabrics were collected and studied by several calibration models to identify the fibers. The results indicated that these four innovative fibers had been successfully distinguished by their NIR spectra in combination with preprocessing of 1/X transformation, SNV, and 2nd Savitzky-Golay derivative as well as principal-component-analysis (PCA-) based chemometric methods. Our promising results suggest that NIR spectroscopy is an effective technique to anticounterfeit innovative fibers.
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