电子舌在茶叶检测识别中的应用

doi:10.13305/j.cnki.jts.2016.06.009

Abstract

Abstract: With the increase of knowledge on the human taste feeling mechanism and the development of sensor and pattern recognition technologies, electronic tongue, an intelligent sensing instrument simulating the human taste system, has been rapid developed. It is now also widely applied in many fields. This paper introduced the basic principle and structure of the electronic tongue. The application of electronic tongue in the identification of tea varieties, detection of taste substances, quality evaluation of tea etc were also reviewed. Moreover, the problems present in the application of electronic tongue in tea and the development direction in future were also discussed, which could be a useful reference for further in-depth studies.

Key words: electronic tongue, tea, taste sensor array, pattern recognition

CLC Number:

TS272
Q126

PAN Yucheng, YE Naixing, JIANG Fuying, HUANG Xianzhou. Application of Electronic Tongue in Tea Detection and Identification[J]. Journal of Tea Science, 2016, 36(6): 621-630.

References 58

[1]	李学林, 李慧玲, 刘瑞新. 电子舌技术的应用研究述评[J]. 中医学报, 2013, 28(2): 247-249.
[2]	Tian Shiyi, Deng Shaoping, Chen Zhong-xiu.Multifrequency large amplitude pulse voltammetry: A novd electrochemical method for electronic tongue[J]. Sensors and Actuators B, 2007, 123(2): 1049-1056.
[3]	王永维, 王俊, 朱晴虹. 基于电子舌的白酒检测与区分研究[J]. 包装与食品机械, 2009, 27(5): 57-61.
[4]	王俊, 姚聪. 基于电子舌技术的葡萄酒分类识别研究[J]. 传感技术学报, 2009, 22(8): 1088-1093.
[5]	李阳, 陈芹芹, 胡雪芳, 等. 电子舌技术在啤酒口感评价中的应用[J]. 传感技术学报, 2008, 29(11): 122-127.
[6]	刘建波, 张君才, 王晓玲, 等. 电子舌及其在饮料区分辨识方面研究进展[J]. 光谱实验室, 2013, 30(5): 2600-2603.
[7]	Ferreira E J, Pereira P C T, Delbem A C B, et a1. Random subspace method for analyzing coffee with electronic tongue[J]. Electronics Letters, 2007, 43: 1138-1140.
[8]	唐平, 许勇泉, 汪芳, 等. 电子舌在茶饮料分类中的应用研究[J]. 食品研究与开发, 2016, 37(11): 121-126.
[9]	谈国凤, 张根华, 沈宗根. 电子舌在乳制品质量控制中的应用[J]. 食品科技, 2011(2): 280-284.
[10]	范佳利, 韩剑众, 田师一, 等. 基于电子舌的乳制品品质特性及新鲜度评价[J]. 食品与发酵工业, 2009, 35(6): 177-181.
[11]	Dias L A, Peres A, Veloso A C A,et a1. An electronic tongue taste evaluation:identification of goat milk adulteration with bovine milk[J]. Sensors and Actuators B: Chemical, 2009, 136: 209-217.
[12]	Ciosek P, Wroeblewski W.Miniaturized electronic tongue with all integrated reference microelectrode for the recognition of milk samples[J]. Talanta, 2008, 76: 548-556.
[13]	张彩娃. 伏安型电子舌在食用油检测中的应用[D]. 吉林: 东北电力大学, 2013: 5-8.
[14]	于亚萍, 赵辉, 杨仁杰, 等.伏安型电子舌在食品检测中的研究进展[J]. 天津农学院学报, 2014, 21(2): 45-48.
[15]	哈达. 电子舌在环境监测和药物评价中的应用研究[D]. 杭州: 浙江大学, 2014: 6-10.
[16]	Men Hong, Zou Shao-fang, Li Yi, et al.A novel electronic tongue combined MLAPS with stripping voltammetry for environmental detection[J]. Sensors and Actuators B, 2005, 110(2): 350-357.
[17]	吴飞, 杜瑞超, 洪燕龙, 等. 电子舌在鉴别中药枳实药材产地来源中的应用[J]. 中国药学杂志, 2012, 47(10): 808-812.
[18]	武琳, 骆德汉, 邵雅雯, 等. 基于电子舌技术的辛味中药材鉴别研究[J]. 传感器与微系统, 2012, 31(10): 48-50.
[19]	杜瑞超, 王优杰, 吴飞, 等. 电子舌对中药滋味的区分辨识[J]. 中国中药杂志, 2013(2): 154-160.
[20]	刘瑞新, 吴子丹, 李学林. 电子舌在药学领域的应用[J]. 中药与临床, 2011, 2(5): 61-64.
[21]	邓少平, 田师一. 电子舌技术背景与研究进展[J]. 食品与生物技术学报, 2007, 26(4): 110-116.
[22]	王莉, 惠延波, 王瞧, 等. 电子舌系统结构及其检测技术的应用研究进展[J]. 河南工业大学学报: 自然科学版, 2012, 33(3): 85-90.
[23]	黄赣辉. 味觉传感器阵列构建及初步应用[D]. 南昌: 南昌大学, 2006: 7-9.
[24]	潘玉成. 人工神经网络在坦洋工夫红茶感官品质评定中的应用研究[J]. 茶叶科学, 2015, 35(5): 465-472.
[25]	龚淑英, 鲁成银, 刘栩, 等. GB/T 23776—2009茶叶感官审评方法[S]. 北京:中国标准出版社, 2010: 8-15.
[26]	王帅, 李文举, 刘轶, 等. 电子舌在有机正山小种红茶识别中的应用[J]. 食品工业, 2015, 36(9): 240-243.
[27]	徐维盛, 王竹, 杨月欣. 电子舌技术快速辨识15种茶汤滋味[J]. 食品工业, 2014, 35(12): 154-157.
[28]	童城. 伏安法电子舌对茶叶品质甄别的应用研究[D]. 合肥: 安徽农业大学, 2009: 17-29.
[29]	刘爽, 谭俊峰, 林智, 等. 电子舌技术在绿茶感官审评及等级评价中的应用[J]. 中国茶叶, 2014(5): 19-20.
[30]	Kovács Z, Dalmadi I, Lukács L, et a1. Geographical origin identification of pure Sri Lanka tea infusions with electronic nose, electronic tongue and sensory profile analysis[J]. Journal of Chcrnometrics, 2010, 24(3-4): 121-130.
[31]	Bhondekar AP, Dhiman M, Sharma A, et al.A novel iTongue for Indian black tea discrimination[J]. Sensors and Actuators B:Chemical, 2010, 148(2): 601-609.
[32]	周降生, 吕世懂, 贺宜龙, 等. 茶叶中主要化学成分变化与滋味转化的研究进展[J]. 光谱实验室, 2014(2): 284-291.
[33]	Lvova L, Legin A, Vlasov Y, et a1. Multicomponent analysis of Korean green tea by means of disposable all-solid-state potentiometric electronic tongue microsystem[J]. Sensors and Actuators B:Chemical, 2003, 95(3): 391-399.
[34]	许勇泉, 刘栩, 刘平, 等. 茶汤回甘滋味及其电子舌应用分析研究[A]. 第十五届中国科协年会论文集[C]. 贵阳: 2013.
[35]	Chen Quansheng, Zhao Jiewen, Guo Zhiming, et a1. Determination of caffeine content and main catechins contents in green tea (Camellia sinensis L.) using taste sensor technique and multivariate calibration[J]. Journal of Food Composition and Analysis, 2010, 23: 353-358.
[36]	ghosh A, tudu B, tamuly P, et a1. Prediction of theaflavin and thearubigin content in black tea using a voltammetrie electronic tongue[J]. Chemometrics and Intelligent Laboratory Systems, 2012, 116: 57-66.
[37]	吴瑞梅. 名优绿茶品质感官评价的仪器化表征研究[D]. 镇江: 江苏大学, 2012: 4-12, 71-76, 103-108.
[38]	陈全胜, 江水泉, 王新宇. 基于电子舌技术和模式识别方法的茶叶质量等级评判[J]. 2008, 24(1): 124-126.
[39]	肖宏. 基于电子舌技术的龙井茶滋味品质检测研究[D]. 杭州: 浙江大学, 2010: 92-113.
[40]	魏明香. 基于电子舌技术的红茶滋味品质检测研究[D]. 杭州: 浙江大学, 2015: 58-73.
[41]	古小玲, 刘栩, 李达敏, 等. 海南红碎茶电子舌技术应用及其与感官审评比较[J]. 热带作物学报, 2012, 33(7): 1293-1296.
[42]	贺玮, 胡小松, 赵镭, 等. 电子舌技术在普洱散茶等级评价中的应用[J]. 食品工业科技, 2009, 30(11): 125-127.
[43]	Ghasemi-Varnamkhasti M, Mohtasebi SS, Siadat M, et al.Biomimetic-based odor and taste sensing systems to food quality and safety characterization: An overview on basic principles and recent achievements[J]. Journal of Food Engineering, 2010, 100(3): 377-387.
[44]	王俊, 崔绍庆, 陈新伟, 等. 电子鼻传感技术与应用研究进展[J]. 农业机械学报, 2013, 44(11): 160-167.
[45]	甘芝霖, 刘远方, 杨阳, 等. 基于电子舌技术对信阳毛尖茶品质的评价[J]. 食品工业科技, 2013, 34(3): 74-76.
[46]	薛丹, 史波林, 赵镭, 等. 基于电子舌技术的茶叶等级分类研究[J]. 食品科技, 2010, 35(12): 278-281.
[47]	R Bhattacharyya, B Tudu, SC Das, et al. Classification of black tea liquor using cyclic voltammetry[J]. Food Engineering, 2012, 109(1): 120-126.
[48]	He Wei, Hu Xiaosong, Zhao Lei, et al.Evaluation of Chinese tea by the electronic tongue: Correlation with sensory properties and classification according to geographical origin and gradelevel[J]. Food Research International, 2009, 42: 1462-1467.
[49]	Uchiyama Y, Yamashita M, Kato M, et al.Evaluation of the taste of tea with different degrees of fermentation using a taste sensing system[J]. Sensors and Materials, 2011, 23(8): 501-506.
[50]	庄雅婷. 台湾特色茶感官特性与电子舌及电子鼻分析之相关性[D]. 台北: 中台科技大学食品科技研究所, 2008: 67-93.
[51]	王新宇. 基于计算机视觉和电子舌技术的绿茶分类分级研究[D]. 南京: 江苏大学, 2007: 40-41.
[52]	Hayashi N, Chen R, Ikezaki H, et al.Evaluation of the astringency of black tea by a taste sensor system: scope and limitation[J]. Bioscience Biotechnology & Biochemistry, 2007, 71(2): 587-589.
[53]	Xiao Hong, Wang Jun.Discrimination of Xihu Longjing tea grade using an electronic tongue[J]. African Journal of Biotechnology, 2009, 8(24): 6985-6992.
[54]	徐飞, 宗迎, 初众, 等. 电子舌技术对不同配比香露兜绿茶的识别研究[J]. 热带农业科学, 2011, 31(7): 70-74.
[55]	吴坚, 刘军, 傅敏, 等. 一种基于电子舌技术的绿茶分类方法[J]. 传感技术学报, 2006, 19(4): 963-965, 969.
[56]	许芳, 陈轩. 电子舌技术对不同产地红茶的滋味识别[J]. 湖北农业科学, 2016, 55(9): 2373-2376.
[57]	王宏伟. BP神经网络和电子舌技术在茶叶品质分级中的应用[J]. 湖北理工学院学报, 2014, 30(4): 33-35, 50.
[58]	王梦馨, 薄晓培, 韩善捷, 等. 不同防冻措施茶园茶汤滋味差异的电子舌检测[J]. 农业工程学报, 2016, 32(16): 300-306.

Application of Electronic Tongue in Tea Detection and Identification

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