Fiber-Content Measurement of Wool-Cashmere Blends Using Near-Infrared Spectroscopy

被引:24
|
作者
Zhou, Jinfeng [1 ,2 ]
Wang, Rongwu [2 ]
Wu, Xiongying [2 ]
Xu, Bugao [1 ,2 ]
机构
[1] Univ North Texas, Dept Merchandising & Digital Retailing, Denton, TX 76203 USA
[2] Donghua Univ, Coll Text, Minist Educ, Key Lab Text Sci & Technol, Shanghai, Peoples R China
关键词
Near-infrared spectroscopy; NIR; wool-cashmere blend; fiber content; multilinear regression; MLR model; IDENTIFICATION; SPECTRA;
D O I
10.1177/0003702817713480
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Cashmere and wool are two protein fibers with analogous geometrical attributes, but distinct physical properties. Due to its scarcity and unique features, cashmere is a much more expensive fiber than wool. In the textile production, cashmere is often intentionally blended with fine wool in order to reduce the material cost. To identify the fiber contents of a wool-cashmere blend is important to quality control and product classification. The goal of this study is to develop a reliable method for estimating fiber contents in wool-cashmere blends based on near-infrared (NIR) spectroscopy. In this study, we prepared two sets of cashmere-wool blends by using either whole fibers or fiber snippets in 11 different blend ratios of the two fibers and collected the NIR spectra of all the 22 samples. Of the 11 samples in each set, six were used as a subset for calibration and five as a subset for validation. By referencing the NIR band assignment to chemical bonds in protein, we identified six characteristic wavelength bands where the NIR absorbance powers of the two fibers were significantly different. We then performed the chemometric analysis with two multilinear regression (MLR) equations to predict the cashmere content (CC) in a blended sample. The experiment with these samples demonstrated that the predicted CCs from the MLR models were consistent with the CCs given in the preparations of the two sample sets (whole fiber or snippet), and the errors of the predicted CCs could be limited to 0.5% if the testing was performed over at least 25 locations. The MLR models seem to be reliable and accurate enough for estimating the cashmere content in a wool-cashmere blend and have potential to be used for tackling the cashmere adulteration problem.
引用
收藏
页码:2367 / 2376
页数:10
相关论文
共 50 条
  • [1] Quantitative Analysis of Wool-Cashmere Fiber Blends Using Near Infrared Spectroscopy
    Lv Dan
    Zhao Guoliang
    PROCEEDINGS OF THE 12TH INTERNATIONAL WOOL RESEARCH CONFERENCE, VOLS I AND II, 2010, : 807 - 810
  • [2] Near infrared reflectance spectroscopy for the measurement of the sulphur content of Merino wool
    Hynd, PI
    Penno, NM
    Yamin, M
    ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2000, 13 : 185 - 185
  • [3] Use of Visible and Near Infrared Reflectance Spectroscopy to Identify the Cashmere and Wool
    Liu Xin-ru
    Zhang Li-ping
    Wang Jian-fu
    Wu Jian-ping
    Wang Xin-rong
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (08) : 2092 - 2095
  • [4] Near-infrared spectroscopy identification method of cashmere and wool fibers based on an optimized wavelength selection algorithm
    Zhu, Yaolin
    Chen, Long
    Chen, Xin
    Chen, Jinni
    Zhang, Hongsong
    HELIYON, 2024, 10 (14)
  • [5] Rapid measurement and control of the moisture content of compost using near-infrared spectroscopy
    Suehara, K
    Ohta, Y
    Nakano, Y
    Yano, T
    JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 1999, 87 (06) : 769 - 774
  • [6] ON-LINE BIOMASS MOISTURE CONTENT MEASUREMENT USING NEAR-INFRARED SPECTROSCOPY
    Hans, Guillaume
    Allison, Bruce
    Gilbert, Wesley
    J-FOR-JOURNAL OF SCIENCE & TECHNOLOGY FOR FOREST PRODUCTS AND PROCESSES, 2017, 6 (03): : 6 - 14
  • [7] Moisture Content Measurement of Broadleaf Litters Using Near-Infrared Spectroscopy Technique
    Kim, Ghiseok
    Hong, Suk-Ju
    Lee, Ah-Yeong
    Lee, Ye-Eun
    Im, Sangjun
    REMOTE SENSING, 2017, 9 (12)
  • [8] Nondestructive Measurement of Water Content in Hardwood Leaves Using Near-infrared Spectroscopy
    Shimbori, Chisato
    Kurata, Yohei
    BIORESOURCES, 2017, 12 (04): : 9244 - 9252
  • [9] VISIBLE NEAR-INFRARED SPECTROSCOPY OF SCOURED WOOL
    HAMMERSLEY, MJ
    TOWNSEND, PE
    GRAYSTON, GF
    RANFORD, SL
    TEXTILE RESEARCH JOURNAL, 1995, 65 (04) : 241 - 246
  • [10] Analysis of fiber content in flax stems by near-infrared spectroscopy
    Barton, FE
    Akin, DE
    Morrison, WH
    Ulrich, A
    Archibald, DD
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2002, 50 (26) : 7576 - 7580