Identification of Sulfur Fumigated Chrysanthemi Flos with Electronic Nose Technology
10.11842/wst.2015.11.037
- VernacularTitle:电子鼻技术在硫熏菊花鉴别中的应用
- Author:
Zhiyu REN
;
Jianting GONG
;
Liying ZHAO
;
Huiqin ZOU
;
Jiahui LI
;
Yonghong YAN
- Publication Type:Journal Article
- Keywords:
Chrysanthemi Flos;
sulfur fumigated;
electronic nose;
odour;
identification
- From:
World Science and Technology-Modernization of Traditional Chinese Medicine
2015;(11):2405-2409
- CountryChina
- Language:Chinese
-
Abstract:
This study was aimed to identify Chrysanthemi Flosbefore and after sulfur fumigation based on its different odour by the electronic nose technology.It was expected to explore a new method for the Chrysanthemi Flos identification according to the odour.The electronic nose technology was used in the detection of peak response values of Chrysanthemi Flos on sensor array.The principal component analysis (PCA) and 10 machine learning (ML) ways were used in the analysis of response values and establishment of optimized identification models.The results showed that there was a significant difference in the odour between sulfur fumigated Chrysanthemi Flos and non-sulfur fumigated ones.The identification models were successful with high correct judge rate by PCA and 6 ML ways including BF Tree,J48 and Random Tree.It was concluded that the electronic nose technology can be used for the accurate identification of sulfur fumigated Chrysanthemi Flos and non-sulfur fumigated ones.The electronic nose technology combined with multiple ML methods can be introduced in the quality evaluation of Chrysanthemi Flos.It provided more ideas for the application of electronic nose in data mining for traditional Chinese medicine (TCM) studies.
