X射线荧光光谱结合多元线性回归对橡胶鞋底的分类研究  

Classification of Rubber Soles by X-ray Fluorescence Spectrometry Based on Multiple Linear Regression

作　　者：张岚泽 姜红[1] 刘津彤 王嘉庚 满吉 Zhang Lanze;Jiang Hong;Liu Jintong;Wang Jiageng;Man Ji(School of Investigation,People’s Public Security University of China,Beijing 100038,China;Fengtai Branch of Beijing Municipal Public Security Bureau,Beijing 100071,China;Beijing Huayi Hongsheng Technology Co.,Ltd.,Beijing 100123,China)

机构地区：[1]中国人民公安大学侦查学院,北京100038 [2]北京市公安局丰台分局,北京100071 [3]北京华仪宏盛技术有限公司,北京100123

出　　处：《激光与光电子学进展》2021年第14期482-489,共8页Laser & Optoelectronics Progress

基　　金：中国人民公安大学2019年基科费重点项目(2019JKF222)。

摘　　要：建立一种对橡胶鞋底的分类研究方法。利用X射线荧光光谱仪,在电压为45 kV,电流为40μA,功率为1.8 kW,检测时间为60 s的条件下,对40个不同种类、不同品牌的橡胶鞋底样本进行检验。以鞋的种类作为被解释变量,建立多元线性回归模型,计算得分评级。同时,依据标准化偏相关系数筛选出特征元素。所设计模型可依据元素含量对橡胶鞋底进行分类,为侦查工作提供线索和方向。The purpose of this study is to establish a classification method of rubber soles.An X-ray fluorescence spectrometer was used with the settings as follows:voltage 45 kV,current 40μA,power 1.8 kW,and detection time 60 s.Forty samples of different types and brands of rubber soles were tested.Taking the type of shoes as the explained variable,a multiple linear regression model was established to calculate the score rating.Simultaneously,according to the standardized partial correlation coefficient,the characteristic elements can be screened out.Based on the above results,rubber soles can be classified according to the element content,providing clues and direction for the investigation work.

关 键 词：光谱学 橡胶鞋底 X射线荧光光谱法 多元线性回归 得分评级 特征元素 分类 

分 类 号：O657.34[理学—分析化学]