Title :
Detection of Optimum Fermentation Time of Black CTC Tea Using a Voltammetric Electronic Tongue
Author :
Ghosh, Arunangshu ; Sharma, Prolay ; Tudu, Bipan ; Sabhapondit, Santanu ; Baruah, Binoti Devi ; Tamuly, Pradip ; Bhattacharyya, Nabarun ; Bandyopadhyay, Rajib
Author_Institution :
Department of Instrumentation and Electronics Engineering, Jadavpur University, Kolkata, India
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.
Keywords :
Compounds; Electrodes; Feature extraction; Instruments; Monitoring; Principal component analysis; Tongue; Black tea; feature extraction; principal component analysis (PCA); principal component regression (PCR); theaflavins; voltammetric electronic tongue (E-tongue); voltammetric electronic tongue (E-tongue).;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2015.2415113