Spectroscopic analysis with piecewise quantification model for accurate PET/cotton blend ratio determination
1State Key Laboratory of New Textile Materials and Advanced Processing, Wuhan Textile University, Wuhan, Hubei 430200, China.
Abstract:
The qualitative and quantitative analysis of polyethylene terephthalate /cotton blended textiles is critical in textile production, trade and scientific research. In this study, Raman and infrared spectroscopy was innovatively integrated to establish a segmented quantitative model based on Raman characteristic peak ratios (1610 cm-1/1090 cm-1 and 1720 cm-1/1090 cm-1) and an infrared characteristic peak ratio (1720 cm-1/1020 cm-1). The accuracy of blend ratio measurements for self-prepared samples was evaluated using the coefficient of determination (R2), mean relative error (MRE), root mean square error (RMSE) and principal component analysis (PCA) method. Results indicate that the MREs for the three sets of characteristic peak ratios were 2.34 %, 6.37 %, and 22.75 %, respectively, with overestimated MREs of 10.12 %, 9.74 %, and 34.79 %. The root-mean-square errors (RMSEs) corresponded were 3.7647, 6.4006, and 10.5306, respectively. The combined Raman and infrared spectroscopy approach achieved 90 % quantitative accuracy and 100 % qualitative accuracy for commercial PET/cotton blended fabrics. This method demonstrates superior performance in detecting PET/cotton blends, providing a foundation for establishing rapid, non-destructive, and efficient analytical techniques for textile industries.
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