A nanophase material and organic dye modified colorimetric sensor array for the discrimination of baijiu

被引:24
作者
Zheng, Jia [1 ]
Yang, Ping [1 ,2 ]
Li, Jiawei [1 ]
Li, Pan [1 ]
Hou, Jingzhou [3 ]
Huo, Danqun [1 ]
Hou, Changjun [1 ]
Zhang, Suyi [1 ,2 ]
机构
[1] Chongqing Univ, Bioengn Coll, State & Local Joint Engn Lab Vasc Implants, Key Lab Biorheol Sci & Technol,Minist Educ, Chongqing 400044, Peoples R China
[2] Luzhou Laojiao Grp Co Ltd, Natl Engn Res Ctr Solid State Brewing, Luzhou 646000, Peoples R China
[3] Sichuan Univ Sci & Engn, Coll Bioengn, Liquor Making Biol Technol & Applicat Key Lab Sic, Zigong 643000, Peoples R China
基金
中国国家自然科学基金;
关键词
GOLD NANOPARTICLES; OPTOELECTRONIC NOSE; MASS-SPECTROMETRY; VISUAL DETECTION; MNO2; NANOSHEETS; CHINESE LIQUORS; AROMA COMPOUNDS; IDENTIFICATION; SPECTROSCOPY; HISTIDINE;
D O I
10.1039/c8ay02108b
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the present study, we fabricated a 3 x 3 colorimetric sensor array using nanomaterials/dyes as sensing dots to discriminate 8 commercial baijiu samples. Sensing dots can cross-respond to baijiu samples, enabling color changes of the sensor array and subsequently providing special fingerprints. Eight baijiu samples were successfully discriminated using principal component analysis (PCA), linear discriminant analysis (LDA) and hierarchical cluster analysis (HCA) without misclassification. A radial basis function neural network (RBFN) was employed to determine the fitting relationship between the predicted samples and the actual samples. From all the evidence, we draw the conclusion that this 3 x 3 NP-dye colorimetric discrimination system can perform successful distinction of baijiu. Moreover, a separation tendency of different baijiu samples was shown via alcoholic-strength (38 degrees and 52 degrees) without detection of alcoholic-strength. This effort may benefit quality control of baijiu in the market and in mass-production in the factory.
引用
收藏
页码:5679 / 5686
页数:8
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