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短波近红外光谱法同时定量分析水溶液中葡萄糖、果糖和蔗糖
引用本文:饶震红,李民赞,吉海彦.短波近红外光谱法同时定量分析水溶液中葡萄糖、果糖和蔗糖[J].光谱学与光谱分析,2006,26(4):633-635.
作者姓名:饶震红  李民赞  吉海彦
作者单位:1. 中国农业大学理学院,北京 100094
2. 中国农业大学信息与电气工程学院,北京 100083
基金项目:国家自然科学基金 , 国家科技攻关项目
摘    要:用通用紫外-可见分光光度计的短波近红外光谱区域(800~1 100 nm),测量了葡萄糖、果糖和蔗糖混合水溶液的近红外光谱,并用偏最小二乘方法建立了同时定量分析水溶液中葡萄糖、果糖和蔗糖的模型。用正交设计法配制了25个校正集样品和9个预测集样品,通过对校正集样品的建模和对预测集样品的检验,结果良好。对浓度范围分别在12.23~61.14 mg·mL-1,12.50~62.50 mg·mL-1,12.09~60.44 mg·mL-1的葡萄糖、果糖和蔗糖水溶液,校正集的相对标准偏差分别为1.43%,4.51%和1.59%,预测集的相对标准偏差分别为3.40%,3.73%和2.80%。该方法对同时定量分析多组分体系,具有简便、快速价廉、易于推广应用等优点。

关 键 词:短波近红外光谱  偏最小二乘法  葡萄糖  果糖  蔗糖  
文章编号:1000-0593(2006)04-0633-03
收稿时间:2004-12-28
修稿时间:2005-05-10

Simultaneous Determination of Glucose, Fructose and Sucrose in Aqueous Solution by Short-Wavelength Near Infrared Spectroscopy
RAO Zhen-hong,LI Min-zan,JI Hai-yan.Simultaneous Determination of Glucose, Fructose and Sucrose in Aqueous Solution by Short-Wavelength Near Infrared Spectroscopy[J].Spectroscopy and Spectral Analysis,2006,26(4):633-635.
Authors:RAO Zhen-hong  LI Min-zan  JI Hai-yan
Institution:1. College of Science, China Agricultural University, Beijing 100094, China2. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
Abstract:The calibration model for simultaneous determination of glucose, fructose and sucrose in aqueous solution was built by partial least squares and short-wavelength near infrared spectroscopy (800-1,100 nm). Twenty five samples in calibration set and 9 samples in prediction set were designed by orthogonal design. Building models from calibration set and validation for prediction set obtained the better results. For concentrations of glucose, fructose and sucrose in the ranges of 12.23-61.14 mg x mL(-1), 12.50-62.50 mg x mL(-1) and 12.09-60.44 mg x mL(-1), the relative standard deviations in the calibration set are 1.43%, 4.51% and 1.59% respectively, and the relative standard deviations in the prediction set are 3.40%, 3.73% and 2.80% respectively. The advantages of the method are simple and effective, with low cost for the simultaneous determination of multi-component system. It may be applied in practice easily.
Keywords:Short-wavelength near infrared spectroscopy  Partial least square method  Glucose  Fructose  Sucrose
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