Simultaneous Determination of Several Fiber Contents in Blended Fabrics by Near-Infrared Spectroscopy and Multivariate Calibration
Joint Authors
Source
International Journal of Chemical Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-01-03
Country of Publication
Egypt
No. of Pages
8
Abstract EN
The qualitative and quantitative determination of the components of textile fibers takes an important position in quality control.
A fast and nondestructive method of simultaneously analyzing four fiber components in blended fabrics was studied by near-infrared (NIR) spectroscopy combined with multivariate calibration.
Two sample sets including 39 and 25 samples were designed by simplex mixture lattice design methods and used for experiment.
Four components include wool, polyester, polyacrylonitrile, and nylon and their mixture is one of the most popular formulas of textiles.
Uninformative variable elimination-partial least squares (UVEPLS) and the full-spectrum partial least squares (PLS) were used as the tool.
On the test set, the mean standard error of prediction (SEP) and the mean ratio of the standard deviation of the response variable and SEP (RPD) of the full-spectrum PLS model and UVEPLS model were 0.38, 0.32 and 7.6, 8.3, respectively.
This result reveals that the UVEPLS can construct local models with acceptable and better performance than the full-spectrum PLS.
It indicates that this method is valuable for nondestructive analysis in the field of wool content detection since it can avoid time-consuming, costly, and laborious wet chemical analysis.
American Psychological Association (APA)
Chen, Hui& Lin, Zan& Tan, Chao. 2019. Simultaneous Determination of Several Fiber Contents in Blended Fabrics by Near-Infrared Spectroscopy and Multivariate Calibration. International Journal of Chemical Engineering،Vol. 2019, no. 2019, pp.1-8.
https://search.emarefa.net/detail/BIM-1158750
Modern Language Association (MLA)
Chen, Hui…[et al.]. Simultaneous Determination of Several Fiber Contents in Blended Fabrics by Near-Infrared Spectroscopy and Multivariate Calibration. International Journal of Chemical Engineering No. 2019 (2019), pp.1-8.
https://search.emarefa.net/detail/BIM-1158750
American Medical Association (AMA)
Chen, Hui& Lin, Zan& Tan, Chao. Simultaneous Determination of Several Fiber Contents in Blended Fabrics by Near-Infrared Spectroscopy and Multivariate Calibration. International Journal of Chemical Engineering. 2019. Vol. 2019, no. 2019, pp.1-8.
https://search.emarefa.net/detail/BIM-1158750
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1158750