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Detection of Optimum Fermentation Time of Black CTC Tea Using a Voltammetric Electronic Tongue

Authors :
Nabarun Bhattacharyya
Bipan Tudu
Pradip Tamuly
Arunangshu Ghosh
Prolay Sharma
Rajib Bandyopadhyay
Binoti Devi Baruah
Santanu Sabhapondit
Source :
IEEE Transactions on Instrumentation and Measurement. 64:2720-2729
Publication Year :
2015
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2015.

Abstract

A voltammetric electronic tongue (E-tongue) has been used to detect the optimum fermentation time (OFT) of crush tear curl black tea. An E-tongue with an array of five noble metal working electrodes has been developed for this purpose. A suitable large amplitude pulse voltammetric waveform is used and a simple feature extraction technique based on the charge activity of working electrodes is proposed. The principal component analysis reveals a significant correlation between the E-tongue responses and the biochemical changes during various stages of fermentation. Principal component regression models are developed to assess the effectiveness of the features derived from E-tongue response to model the temporal variations of theaflavins, a key quality compound of tea, produced during the fermentation process. The OFTs detected by the E-tongue correlate by a factor of 0.97 with the estimates obtained from an ultraviolet-visible spectrophotometer-based reference method.

Details

ISSN :
15579662 and 00189456
Volume :
64
Database :
OpenAIRE
Journal :
IEEE Transactions on Instrumentation and Measurement
Accession number :
edsair.doi...........5c2e7552138cc5f62965271278ab1b1e
Full Text :
https://doi.org/10.1109/tim.2015.2415113