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应用3维同步荧光光谱测定胭脂红浓度
引用本文:杜家蒙,陈国庆,马超群,奚留华,朱纯,赵金辰,顾颂.应用3维同步荧光光谱测定胭脂红浓度[J].激光技术,2017,41(4):503-506.
作者姓名:杜家蒙  陈国庆  马超群  奚留华  朱纯  赵金辰  顾颂
作者单位:1.江南大学 理学院, 无锡 214000
基金项目:国家自然科学基金资助项目,中央高校基本科研业务费专项资金资助项目
摘    要:为了测定混合色素溶液中胭脂红的浓度,采用归一化的方法对荧光光谱进行数据预处理,将处理后的光谱数据结合径向基神经网络,建立了对胭脂红含量的预测模型。结果表明,3维同步荧光光谱、普通3维荧光光谱预测结果的平均相对误差分别为2.86%,11.12%;对于混合色素溶液中单个色素浓度的测定,3维同步荧光光谱结合径向基神经网络效果较好。该研究为预测混合色素溶液中各色素浓度提供了帮助。

关 键 词:光谱学    3维同步荧光光谱    径向基神经网络    胭脂红
收稿时间:2016-09-14

Determination of carmine concentration with 3-D synchronous fluorescence spectrometry
DU Jiameng,CHEN Guoqing,MA Chaoqun,XI Liuhua,ZHU Chun,ZHAO Jinchen,GU Song.Determination of carmine concentration with 3-D synchronous fluorescence spectrometry[J].Laser Technology,2017,41(4):503-506.
Authors:DU Jiameng  CHEN Guoqing  MA Chaoqun  XI Liuhua  ZHU Chun  ZHAO Jinchen  GU Song
Abstract:In order to determine carmine concentration in the mixed pigment solution, normalization method was used to preprocess the fluorescence spectra.The processed data were combined with radial basis function neural network to establish the prediction model of carmine content.The average relative error of the prediction results of 3-D synchronous fluorescence spectrometry and 3-D ordinary fluorescence spectrometry were 2.86% and 11.12% respectively.The results showed that the 3-D synchronous fluorescence spectrometry was superior for the determination of the mixed pigment solution.The research provides the help for the prediction of the pigment concentration in the mixed pigment solution.
Keywords:spectroscopy  3-D synchronous fluorescence spectrometry  radial basis function neural network  carmine
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