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中国精品科技期刊2020
毛立新, 张晓丽, 范三红. 同步荧光光谱法测定橙汁中原果汁的含量[J]. 食品工业科技, 2016, (06): 90-93. DOI: 10.13386/j.issn1002-0306.2016.06.009
引用本文: 毛立新, 张晓丽, 范三红. 同步荧光光谱法测定橙汁中原果汁的含量[J]. 食品工业科技, 2016, (06): 90-93. DOI: 10.13386/j.issn1002-0306.2016.06.009
MAO Li-xin, ZHANG Xiao-li, FAN San-hong. Determination of content of raw juice in orange juice by synchronous fluorescence spectrometry[J]. Science and Technology of Food Industry, 2016, (06): 90-93. DOI: 10.13386/j.issn1002-0306.2016.06.009
Citation: MAO Li-xin, ZHANG Xiao-li, FAN San-hong. Determination of content of raw juice in orange juice by synchronous fluorescence spectrometry[J]. Science and Technology of Food Industry, 2016, (06): 90-93. DOI: 10.13386/j.issn1002-0306.2016.06.009

同步荧光光谱法测定橙汁中原果汁的含量

Determination of content of raw juice in orange juice by synchronous fluorescence spectrometry

  • 摘要: 利用同步荧光光谱法对橙汁中原果汁含量进行定量分析。对样本的同步荧光光谱数据进行预处理然后选择不同的光谱波段结合偏最小二乘(partial least squares,PLS)法建立原果汁含量预测模型,并对预测集样本进行预测来验证模型的准确性以及此法的可行性。结果显示:平滑处理结合一阶导数处理后的光谱数据更加适用于模型建立;使用全波段光谱建立的模型性能优于区间波段所建立模型。最终得到的最优模型对预测集进行预测时所得预测均方根误差(Root mean square error of prediction,RMSEP)为0.035832,决定系数(coefficient of determination,R2)为0.972570。由此可以说明同步荧光光谱法结合PLS可实现原果汁含量的定量分析。 

     

    Abstract: Quantitative analysis the content of original orange juice by using synchronous fluorescence spectrometry. Preprocess the synchronous fluorescence data of the samples and establish the original fruit juice content prediction model by selecting different spectral bands with partial least square(PLS) method,then predicte the validation set samples to verify the accuracy of the model and the feasibility of the method which was selecting different spectral bands with partial least square( PLS) method. The results showed that the spectroscopic data by smoothing with first derivative treatment was more suitable for establishing model,the performance of the model which was established by the spectral band was better than that established by the range of wavelengths. The prediction of the root-mean-square error which was predicted by the final optimal model was 0.035832,the coefficient of determination(R2) was 0.972570. Thus illustrates synchronous fluorescence spectrometry combining with PLS could realize quantitative analysis of the original juice content.

     

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