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DETERMINATION OF TOTAL SUGAR CONTENT IN CHINESE RICE WINE BY MID-INFRARED SPECTROSCOPY AND CHEMOMETRICS

机译:中红外光谱法测定中国米酒中总糖含量及化学计量学

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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:在该研究中,使用中红外光谱与化学计量学结合用于确定中国米酒中的总糖含量。收集了总共30个样品。校准模型的研制在1000cm-1至1500cm-1和2500cm-1至3000cm-1的范围内,以排除吸水率的影响。逐步多元回归(SMLR),主成分回归(PCR)和部分最小二乘回归(PLSR)在TQ分析软件中开发模型。还使用衍生预处理方法来测试建立的模型精度的影响。最佳模型是通过PLSR获得的二阶衍生预处理。交叉验证(RCV)的相关系数为0.984,RMSECV至0.765g / L,RPD至5.75。该研究的结果表明中红外(MIR)光谱(MIR)光谱与化学计量方法相结合,可用作测量中国米酒中总糖含量的快速,简单,精确的方法。

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