Application of Practical Bionic Electronic Nose in Rice Wine Detection

被引：0
|
作者：
Lu, Xiaoli [1 ]
Cai, Xiaoqing [1 ]
Liu, Shuyan [1 ]
机构：
[1] Yanching Inst Technol, Dept Informat Engn, Langfang 065201, Peoples R China
来源：
2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF BIOLOGICAL SCIENCES AND ENGINEERING (FSBE 2019) | 2020年 / 2208卷
关键词：
Chinese rice wine; Electronic nose; PCA; DFA; BPNN;
D O I：
10.1063/5.0000313
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
An practical bionic electronic nose was developed in this study, and it was applied in the detection of Chinese rice wine. Combination with principal component analysis (PCA), discriminant factor analysis (DFA) and Back Propagation Neural Network (BPNN) as its pattern recognition techniques, samples of different producing places and marked wine ages were detected by the electronic nose. The results showed that it can distinguish the samples of different producing place or different marked wine age significantly, and it also can predict the place and the age of the wine samples.
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页数：6
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