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A Feasibility Study on Monitoring Residual Sugar and Alcohol Strength in Kiwi Wine Fermentation Using a Fiber-Optic FT-NIR Spectrometry and PLS Regression

机译:利用光纤FT-NIR光谱和PLS回归监测猕猴桃葡萄酒发酵中残留糖分和酒精强度的可行性研究

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摘要

This work aims to investigate the potential of fiber-optic Fourier transform-near-infrared (FT-NIR) spectrometry associated with chemometric analysis, which will be applied to monitor time-related changes in residual sugar and alcohol strength during kiwi wine fermentation. NIR calibration models for residual sugar and alcohol strength during kiwi wine fermentation were established on the FT-NIR spectra of 98 samples scanned in a fiber-optic FT-NIR spectrometer, and partial least squares regression method. The results showed that R~2 and root mean square error of cross-validation could achieve 0.982 and 3.81 g/L for residual sugar, and 0.984 and 0.34% for alcohol strength, respectively. Furthermore, crucial process information on kiwi must and wine fermentations provided by fiber-optic FT-NIR spectrometry was found to agree with those obtained from traditional chemical methods, and therefore this fiber-optic FT-NIR spectrometry can be applied as an effective and suitable alternative for analyses and monitoring of those processes. The overall results suggested that fiber-optic FT-NIR spectrometry is a promising tool for monitoring and controlling the kiwi wine fermentation process.
机译:这项工作旨在研究与化学计量分析相关的光纤傅里叶变换近红外(FT-NIR)光谱技术的潜力,该光谱技术将用于监测猕猴桃葡萄酒发酵过程中残留糖和酒精强度的时间相关变化。利用光纤FT-NIR光谱仪扫描的98个样品的FT-NIR光谱和偏最小二乘回归方法,建立了猕猴桃葡萄酒发酵过程中残留糖和酒精强度的NIR校准模型。结果表明,交叉验证的R〜2和均方根误差分别为残留糖0.982和3.81 g / L,酒精度分别为0.984和0.34%。此外,发现通过光纤FT-NIR光谱法提供的关于猕猴桃和葡萄酒发酵的关键过程信息与从传统化学方法获得的信息相吻合,因此该光纤FT-NIR光谱法可作为一种有效且适用的方法分析和监视这些过程的替代方法。总体结果表明,光纤FT-NIR光谱仪是用于监测和控制奇异果酒发酵过程的有前途的工具。

著录项

  • 来源
    《Journal of Food Science》 |2017年第3期|358-363|共6页
  • 作者

    Bingqian Wang; Bangzhu Peng;

  • 作者单位

    Key Laboratory of Environment Correlative Dietology, Ministry of Education, College of Food Science and Technology, Huazhong Agricultural Univ., 430070 Wuhan, Hubei, China;

    Key Laboratory of Environment Correlative Dietology, Ministry of Education, College of Food Science and Technology, Huazhong Agricultural Univ., 430070 Wuhan, Hubei, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    alcoholic fermentation; kiwi wine; near-infrared spectroscopy; partial least squares regression;

    机译:酒精发酵猕猴桃酒近红外光谱偏最小二乘回归;

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