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Rapid determination of ethyl pentanoate in liquor using Fourier transform near-infrared spectroscopy coupled with chemometrics

机译:傅里叶变换近红外光谱与化学计量学用傅里叶变换液中乙酸乙酯的快速测定

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摘要

The feasibility of Fourier transform near-infrared spectroscopy for rapid determination of ethyl pentanoate in Chinese liquor was investigated. A total of 108 liquor samples from production line were analyzed with Fourier transform near-infrared transmission spectroscopy. The calibration model for ethyl pentanoate content prediction was established with partial least square, and validated using internal cross validation. In a calibration set (80 samples), the coefficient of determination was 0.958, with the corresponding root mean square error of cross validation 0.020 g L-1. In a validation set (28 samples), the coefficient of determination was 0.964, with the root mean square errors of prediction 0.023 g L-1, and the bias value (0.005 g L-1) for the validation set was less than the bias confidence limits value (0.009 g L-1), indicating that the resulting near-infrared spectroscopy prediction model has good performance for online rapid determination of ethyl pentanoate in Chinese liquor. The determination of ethyl pentanoate in liquor can be completed in less than 2 min per sample using the near-infrared spectroscopy prediction model. The near-infrared spectroscopy combining chemometrics as a rapid analytical method has a promising application prospect of application in the liquor production field.
机译:研究了傅里叶变换近红外光谱法,进行了快速测定中国液体中乙酸乙酯的快速测定。用傅立叶变换近红外传输光谱分析来自生产线的108个液体样品。用部分最小二乘建立乙基戊烷含量预测的校准模型,并使用内部交叉验证验证。在校准组(80个样本)中,测定系数为0.958,相应的横向均方误差为0.020 20 g L-1。在验证集(28个样本)中,确定系数为0.964,具有预测0.023g L-1的根均方误差,验证集的偏置值(0.005 g l-1)小于偏差置信度限制值(0.009 g L-1),表明所得到的近红外光谱预测模型具有良好的在线性能,用于在线快速测定中国液体中的乙醇乙醇。使用近红外光谱预测模型,每种样品少于2分钟,可以在液体中的乙酸乙酯测定。结合化学计量学作为快速分析方法的近红外光谱具有在白酒生产领域的应用前景具有前景。

著录项

  • 来源
    《Spectroscopy Letters》 |2016年第10期|共5页
  • 作者单位

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

    Henan Univ Sci &

    Technol Coll Food &

    Bioengn Luoyang 471023 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 光谱学;
  • 关键词

    Chemometrics; ethyl pentanoate; liquor; near-infrared spectroscopy;

    机译:化学计量学;乙基戊糖酸盐;白酒;近红外光谱;

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