• DocumentCode
    743526
  • 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
  • Volume
    64
  • Issue
    10
  • fYear
    2015
  • Firstpage
    2720
  • Lastpage
    2729
  • 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).;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2015.2415113
  • Filename
    7119610