Title :
Quality Evaluation for Anxi Tieguanyin Tea Based on Electronic Nose and PCALDA Method
Author :
Hongxiu Liu ; Dehan Luo ; Fufang Li ; Guowen Xie
Author_Institution :
Dept. of Med. & Inf. Eng., Guangdong Pharm. Univ., Guangzhou, China
Abstract :
Tea conventionally is tested by human sensory panel called Tea Tasters, which assign quality scores to different tea samples. This paper reports a method of the reliable measurement and correct classification of Anxi Tieguanyin tea in Fujian province based on a kind of electronic nose (E-nose): PEN3(Portable Electronic Nose Version 3.0). With the help of the E-nose, we analyze various grades of different kinds of tea samples by using the popular method of separation, like PCA and LDA. Experiments show that the method proposed in this paper has outstanding performance and high efficiency.
Keywords :
beverages; electronic noses; pattern classification; principal component analysis; production engineering computing; quality control; Anxi Tieguanyin tea; E-nose; Fujian province; PCA-LDA method; PEN3; linear discriminant analysis; portable electronic nose version 3.0; principal component analysis; quality evaluation; separation; tea classification; Arrays; Electronic noses; Gas detectors; Principal component analysis; Springs; Vectors; Electronic Nose; LDA; PCA; Tea Quality Evaluation; Tieguanyin Tea;
Conference_Titel :
Information Science and Cloud Computing Companion (ISCC-C), 2013 International Conference on
Conference_Location :
Guangzhou
DOI :
10.1109/ISCC-C.2013.104