首页> 外文会议>Proceedings of joint international agricultural conference (JIAC 2009) >DETERMINATION OF TOTAL SUGAR CONTENT IN CHINESE RICE WINE BY MID-INFRARED SPECTROSCOPY AND CHEMOMETRICS
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DETERMINATION OF TOTAL SUGAR CONTENT IN CHINESE RICE WINE BY MID-INFRARED SPECTROSCOPY AND CHEMOMETRICS

机译:红外光谱法和化学计量法测定大米中的总糖含量

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摘要

In this study, mid-infrared spectroscopy combined with chemometrics was used to determine total sugar content in Chinese rice wine. A total of 30 samples were collected. Calibration models were developed in the range of 1000 cm-1 to 1500 cm-1 and 2500 cm-1 to 3000cm-1 to exclude the influence of water absorption. Stepwise multiple regression (SMLR), principal component regression (PCR) and partial least squares regression (PLSR) were used to develop the model in TQ analyst software. Also derivative pretreatment method was used to test the impact of accuracy of the models established. The best model was obtained by PLSR with second-order derivative pretreatment. The correlation coefficient of cross validation (rcv) is 0.984, RMSECV to 0.765 g/L, RPD to 5.75. The result in this study indicates that mid-infrared (MIR) spectroscopy, combined with chemometric methods, can be used as a fast, simple and exact method to measure total sugar content in Chinese rice wine.
机译:在这项研究中,中红外光谱结合化学计量学用于确定中国黄酒中的总糖含量。总共收集了30个样品。校准模型的开发范围是1000 cm-1至1500 cm-1和2500 cm-1至3000cm-1,以排除吸水的影响。在TQ分析器软件中,使用逐步多元回归(SMLR),主成分回归(PCR)和偏最小二乘回归(PLSR)来开发模型。还使用导数预处理方法来测试所建立模型的准确性的影响。通过PLSR进行二阶导数预处理可获得最佳模型。交叉验证的相关系数(rcv)为0.984,RMSECV为0.765 g / L,RPD为5.75。这项研究的结果表明,中红外(MIR)光谱结合化学计量学方法可作为一种快速,简单而准确的方法来测量中国黄酒中的总糖含量。

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