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三维荧光光谱结合Tchebichef矩快速鉴别掺伪芝麻油
引用本文:潘钊,崔耀耀,吴希军,刘婷婷,苑媛媛.三维荧光光谱结合Tchebichef矩快速鉴别掺伪芝麻油[J].发光学报,2018,39(4):568-572.
作者姓名:潘钊  崔耀耀  吴希军  刘婷婷  苑媛媛
作者单位:1. 燕山大学 测试计量技术及仪器河北省重点实验室, 河北 秦皇岛 066004; 2. 燕山大学 信息科学与工程学院, 河北 秦皇岛 066004
基金项目:国家自然科学基金(61471312,11674275,11601469);河北省自然科学基金(F2015203072,F2016203282,C2014203212);燕山大学基础研究专项课题(16LGA008)资助项目
摘    要:应用FS920荧光光谱仪测定样品的三维荧光光谱数据,直接利用Tchebichef矩提取三维光谱灰度图的特征信息,然后对其进行聚类分析,最后通过逐步回归建立样本中各成分的线性模型。聚类分析能够准确识别掺伪芝麻油,并正确解析其组成成分,得到的线性模型相关系数R>0.99。研究表明,Tchebichef矩能够有效提取光谱的特征信息,应用于掺伪芝麻油鉴别可获得良好的定性和定量分析结果。

关 键 词:三维荧光光谱  Tchebichef矩  聚类分析  定量分析  掺伪鉴别
收稿时间:2017-07-24

3D Fluorescence Spectra Combined with Tchebichef Moments for Rapid Identification of Doping Sesame Oil
PAN Zhao,CUI Yao-yao,WU Xi-jun,LIU Ting-ting,YUAN Yuan-yuan.3D Fluorescence Spectra Combined with Tchebichef Moments for Rapid Identification of Doping Sesame Oil[J].Chinese Journal of Luminescence,2018,39(4):568-572.
Authors:PAN Zhao  CUI Yao-yao  WU Xi-jun  LIU Ting-ting  YUAN Yuan-yuan
Institution:1. Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University, Qinhuangdao 066004, China; 2. College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China
Abstract:The three-dimensional fluorescence spectra of the samples were measured by FS920 fluorescence spectrometer, and the characteristic information of three-dimensional spectral grayscale was extracted directly by Tchebichef moments. And then, the cluster analysis was carried out. Finally, a linear model of each component in the sample was established by the stepwise regression. Clustering analysis can identify doping sesame oil with a high recognition rate and can correctly analyze its constituent components. R-squared of the obtained linear model is greater than 0.99. The results show that Tchebichef moments can effectively extract the characteristic information of the spectrum and can be used to identify the doping sesame oil and obtain good qualitative and quantitative analysis results.
Keywords:three-dimensional fluorescence spectroscopy  Tchebichef moments  clustering analysis  quantitative analysis  adulteration identification
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