DocumentCode :
2774311
Title :
Taste Recognizer by Multi Sensor Electronic Tongue: A Case Study with Tea Quality Classification
Author :
Sarkar, Subrata ; Bhattacharyya, Nabarun ; Palakurthi, Vamshi Krishna
Author_Institution :
Agri & Environ. Electron., Salt Lake Electron. Complex, Kolkata, India
fYear :
2011
fDate :
19-20 Feb. 2011
Firstpage :
138
Lastpage :
141
Abstract :
The present work deals with the development of electronic tongue (E-Tongue) and its application in determining the briskness of the black tea liquor. The parameters that determine the qualities of black tea are briskness of tea liquor, flavor, aroma and color. Human experts called "tea taster" usually evaluate the tea quality, and conventionally assign scores on a scale of 1 to 10, depending on the major quality attributes of the tea samples. A virtual instrumentation based E-Tongue has been described using voltammetry technique for correlating the briskness of tea liquor with the "tea taster" score. In this work an array of selected electrodes were immersed into black tea liquor-samples for analyzing the tea samples and computational model has been developed to correlate the measurements with the tea taster\´s briskness scores. With unknown tea samples, encouraging results have been obtained with more than 85% classification rate.
Keywords :
beverages; electronic tongues; pattern recognition; production engineering computing; quality control; sensor fusion; virtual instrumentation; voltammetry (chemical analysis); black tea liquor; e-tongue; multisensor electronic tongue; taste recognition; tea aroma briskness; tea color briskness; tea flavor briskness; tea liquor briskness; tea quality classification; tea taster; virtual instrumentation; voltammetry technique; Arrays; Data acquisition; Electrodes; Instruments; Principal component analysis; Tongue; Valves; Electronic tongue; electrode array; tea taster; virtual instrumentation; voltammetry;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Applications of Information Technology (EAIT), 2011 Second International Conference on
Conference_Location :
Kolkata
Print_ISBN :
978-1-4244-9683-9
Type :
conf
DOI :
10.1109/EAIT.2011.42
Filename :
5734914
Link To Document :
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