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Fast Non-destructive Detection of Wool Content in Blended Fabrics Based on Near-infrared Spectroscopy Technology

机译:基于近红外光谱技术的混纺织物中羊毛含量的快速无损检测

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A fast non-destructive method of detection of wool content in blended fabrics was studied based on Near Infrared spectroscopy technology in order to avoid the time-consuming, tedious work and the destruction of samples in the traditional inspection. 621 wool/nylon, wool/polyester and wool/nylon/polyester blended fabrics were taken as research objects. To get the wool content, we established the wool near-infrared quantitative model by partial least squares (PLS) method after analyzing the color and composition of the samples. For verifying the validity and practicability of the model, 100 samples were chosen as an independent validation set. The variance analysis shows that there is no significant difference between Near Infrared fast detection method and national standard method(GB/T2910-2009),which indicates that this method is expected to be a means of fast non-destructive detection and will have extensive application future in the field of wool content detection.
机译:基于近红外光谱技术研究了混合织物中羊毛含量的快速无损检测方法,以避免耗时,繁琐的工作和传统检验中样品的破坏。 621羊毛/尼龙,羊毛/聚酯和羊毛/尼龙/聚酯混纺织物作为研究对象。 为了获得羊毛含量,我们在分析样品的颜色和组成后,通过部分最小二乘(PLS)方法建立了羊毛近红外定量模型。 为了验证模型的有效性和实用性,选择100个样本作为独立验证集。 方差分析表明,近红外快速检测方法和国家标准方法(GB / T2910-2009)之间没有显着差异,这表明该方法预计是一种快速的非破坏性检测的方法,并将具有广泛的应用 羊毛含量检测领域的未来。

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