• DocumentCode
    1441858
  • Title

    Recognition of Coffee Using Differential Electronic Nose

  • Author

    Brudzewski, Kazimierz ; Osowski, Stanislaw ; Dwulit, Anna

  • Author_Institution
    Warsaw Univ. of Technol., Warsaw, Poland
  • Volume
    61
  • Issue
    6
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    1803
  • Lastpage
    1810
  • Abstract
    This paper studies the application of the differential electronic nose for the recognition of coffee, particularly the forgery of it, made by mixing two different quality coffee brands (the mediocre product and the high-quality coffee type), sold as the high-quality coffee brand. Since the beans are practically unrecognizable by the shape and visual inspection, the only solution to this problem is the application of the chemical analysis. The usually applied approach is the liquid chromatography. However, it is a laborious and expensive method, requiring special equipment and an experienced operator. In this paper, we propose the application of the differential electronic nose, relying its decision on the measurement of the coffee smell by the semiconductor gas sensors organized in the form of a matrix. We will show that differential electronic nose applying the special procedure of signal processing is of sufficient sensitivity for the recognition of the forgery of coffee and performs much better than the classical electronic nose (e-nose).
  • Keywords
    chemical analysis; chromatography; electronic noses; matrix algebra; pattern recognition; signal processing; chemical analysis; coffee recognition; differential electronic nose; forgery recognition; high-quality coffee brand; liquid chromatography; matrix; mediocre coffee brand; semiconductor gas sensors; shape inspection; signal processing; visual inspection; Array signal processing; Electronic noses; Gas detectors; Robustness; Sensor arrays; Temperature measurement; Coffee beans; differential electronic nose; flavor recognition; signal processing; support vector machines (SVMs);
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2012.2184011
  • Filename
    6146428