Fusion of Potentiometric & Voltammetric Electronic Tongue for Classification of Black Tea Taste based on Theaflavins (TF) Content

被引:1
|
作者
Bhattacharyya, Nabarun [1 ]
Legin, Andrey [2 ]
Papieva, Irina [2 ]
Sarkar, Subrata [1 ]
Kirsanov, Dmitry [2 ]
Kartsova, Anna [2 ]
Ghosh, Arunangshu [3 ]
Bandyopadhyay, Rajib [3 ]
机构
[1] C DAC, Agri & Environm Elect Grp, Kolkata 700091, India
[2] St Petersburg State Univ, Dept Chem, St Petersburg, Russia
[3] Univ Jadavpur, Dept Instrumentat & Electron Engn, Kolkata, India
关键词
Electronic tongue; voltammetry; potentiometry; theaflavins; black tea;
D O I
10.1063/1.3626351
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Black tea is an extensively consumed beverage worldwide with an expanding market. The final quality of black tea depends upon number of chemical compounds present in the tea. Out of these compounds, theaflavins (TF), which is responsible for astringency in black tea, plays an important role in determining the final taste of the finished black tea. The present paper reports our effort to correlate the theaflavins contents with the voltammetric and potentiometric electronic tongue (e-tongue) data. Noble metal-based electrode array has been used for collecting data though voltammetric electronic tongue where as liquid filled membrane based electrodes have been used for potentiometric electronic tongue. Black tea samples with tea taster score and biochemical results have been collected from Tea Research Association, Tocklai, India for the analysis purpose. In this paper, voltammetric and potentiometric c-tongue responses are combined to demonstrate improvement of cluster formation among tea samples with different ranges of TF values.
引用
收藏
页码:185 / +
页数:2
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    Chatterjee, Anutosh
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2010, 59 (08) : 2230 - 2239
  • [2] Virtual Instrumentation Based Voltammetric Electronic Tongue for Classification of Black Tea
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    [J]. IEEE REGION 10 COLLOQUIUM AND THIRD INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, VOLS 1 AND 2, 2008, : 841 - +
  • [3] Prediction of theaflavin and thearubigin content in black tea using a voltammetric electronic tongue
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    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2012, 116 : 57 - 66
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  • [7] Improved Classification of Black Tea Employing Feature Level Fusion of Electronic Nose and Tongue Responses
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    [J]. 2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2014, : 166 - 170
  • [8] Estimation of Theaflavins (TF) and Thearubigins (TR) Ratio in Black Tea Liquor Using Electronic Vision System
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    [J]. JOURNAL OF FOOD ENGINEERING, 2012, 110 (01) : 71 - 79
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