• DocumentCode
    3123357
  • Title

    A potentiometric electronic tongue to monitor meat freshness

  • Author

    Gil, Luis ; Barat, José M. ; Baigts, Diana ; Manez, Ramón Mártiez ; Soto, Juan ; Garcia-Breijo, Eduardo ; Llobet, Eduard

  • Author_Institution
    Inst. de Reconocimiento Mol. y Desarrollo Tecnol., Univ. de Valencia, Valencia, Spain
  • fYear
    2010
  • fDate
    4-7 July 2010
  • Firstpage
    390
  • Lastpage
    395
  • Abstract
    This paper describes the development of an electronic tongue system for monitoring the freshness of meat. The analysis was made along 14 days on a whole piece of pork loin stored under refrigeration. The electronic tongue system is made by an array of potentiometric electrodes. Through the use of various multivariate analysis techniques, such as PCA and two types of artificial neural networks (i.e. multilayer perceptron (MLP) and fuzzy ARTMAP) it was found that it is possible to determine the time elapsed in relation to the degradation of the loin by using simple potentiometric measurements. These results suggest that this simple, or a similar electronic tongue, could be useful for the undemanding qualitative or semi-quantitative evaluation of freshness in meat samples in a wide range of situations.
  • Keywords
    electronic tongues; food products; multilayer perceptrons; potentiometers; production engineering computing; refrigeration; PCA; artificial neural network; fuzzy ARTMAP; meat freshness; multilayer perceptron; multivariate analysis techniques; pork loin; potentiometric electrodes; potentiometric electronic tongue; refrigeration; semiquantitative evaluation; Artificial neural networks; Electric potential; Electrodes; Principal component analysis; Sensors; Tongue; Zinc;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics (ISIE), 2010 IEEE International Symposium on
  • Conference_Location
    Bari
  • Print_ISBN
    978-1-4244-6390-9
  • Type

    conf

  • DOI
    10.1109/ISIE.2010.5637687
  • Filename
    5637687