Classification of rice wine according to different marked ages using a novel artificial olfactory technique based on colorimetric sensor array

被引:60
作者
Ouyang, Qin [1 ]
Zhao, Jiewen [1 ]
Chen, Quansheng [1 ]
Lin, Hao [1 ]
机构
[1] Jiangsu Univ, Sch Food & Biol Engn, Zhenjiang 212013, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Chinese rice wine; Artificial olfactory technique; Calorimetric sensor array; Principal component analysis (PCA); Linear discriminant analysis (LDA); NEAR-INFRARED SPECTROSCOPY; ELECTRONIC NOSE; AGING STATUS; IDENTIFICATION; RECOGNITION; PREDICTION; TONGUE; SUGARS; ACIDS;
D O I
10.1016/j.foodchem.2012.11.124
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
A novel artificial olfactory technique based on colorimetric sensor array was developed for the classification of Chinese rice wine according to different marked ages. The sensor array was composed of nine porphyrins or metalloporphyrins materials and six pH indicators. When the sensor array was exposed to rice wine for several minutes, a colour change profile for each sample was obtained by differentiating the image of sensor array before and after exposure to the head-gas of the sample. The values of RGB (i.e., red, green, and blue) colour components were extracted from each dye in colour change profiles, and they were analysed using principal component analysis (PCA) and linear discriminant analysis (LDA). In contrast to PCA, LDA obtained an optimum classification result. This research shows that the artificial olfactory technique based on colorimetric sensor array has a powerful potential in the quality evaluation of rice wine. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1320 / 1324
页数:5
相关论文
共 29 条
[1]   Instrumental testing of tea by combining the responses of electronic nose and tongue [J].
Banerjee , Runu ;
Tudu, Bipan ;
Shaw, Laxmi ;
Jana, Arun ;
Bhattacharyya, Nabarun ;
Bandyopadhyay, Rajib .
JOURNAL OF FOOD ENGINEERING, 2012, 110 (03) :356-363
[2]   Supervised pattern recognition in food analysis [J].
Berrueta, Luis A. ;
Alonso-Salces, Rosa M. ;
Heberger, Karoly .
JOURNAL OF CHROMATOGRAPHY A, 2007, 1158 (1-2) :196-214
[3]   A Study on Characteristic Flavor Compounds in Traditional Chinese Rice Wine - Guyue Longshan Rice Wine [J].
Cao, Yu ;
Xie, Guangfa ;
Wu, Chun ;
Lu, Jian .
JOURNAL OF THE INSTITUTE OF BREWING, 2010, 116 (02) :182-189
[4]   Chemical and sensory evaluation of Bordeaux wines (Cabernet-Sauvignon and Merlot) and correlation with wine age [J].
Chira, Kleopatra ;
Pacella, Nicola ;
Jourdes, Michael ;
Teissedre, Pierre-Louis .
FOOD CHEMISTRY, 2011, 126 (04) :1971-1977
[5]   Determination of red wine flavonoids by HPLC and effect of aging [J].
Fang, Fang ;
Li, Jing-Ming ;
Pan, Qiu-Hong ;
Huang, Wei-Dong .
FOOD CHEMISTRY, 2007, 101 (01) :428-433
[6]   Electronic nose technique potential monitoring mandarin maturity [J].
Gómez, AH ;
Wang, J ;
Hu, GX ;
Pereira, AG .
SENSORS AND ACTUATORS B-CHEMICAL, 2006, 113 (01) :347-353
[7]   Phenolic composition of South American red wines classified according to their antioxidant activity, retail price and sensory quality [J].
Granato, Daniel ;
Uchida Katayama, Flavia Chizuko ;
de Castro, Inar Alves .
FOOD CHEMISTRY, 2011, 129 (02) :366-373
[8]   Determination of the age of sherry wines by regression techniques using routine parameters and phenolic and volatile compounds [J].
Guillén, DA ;
Palma, M ;
Natera, R ;
Romero, R ;
Barroso, CG .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2005, 53 (07) :2412-2417
[9]   Principal component and linear discriminant analyses of free amino acids and biogenic amines in Hungarian wines [J].
Héberger, K ;
Csomós, E ;
Simon-Sarkadi, L .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2003, 51 (27) :8055-8060
[10]   A novel technique for rapid evaluation of fish freshness using colorimetric sensor array [J].
Huang, Xingyi ;
Xin, Junwei ;
Zhao, Jiewen .
JOURNAL OF FOOD ENGINEERING, 2011, 105 (04) :632-637