• DocumentCode
    2115770
  • Title

    Diffuse-light absorption spectroscopy and chemometrics for discrimination and quantification of extra virgin olive oil adulterants

  • Author

    Mignani, A.G. ; Ciaccheri, L. ; Conte, L. ; Marega, M. ; Ottevaere, H. ; Thienpont, H. ; Cichelli, A. ; Attilio, C. ; Cimato, A.

  • Author_Institution
    IFAC, CNR, Sesto Fiorentino, Italy
  • fYear
    2010
  • fDate
    1-4 Nov. 2010
  • Firstpage
    1640
  • Lastpage
    1644
  • Abstract
    A selection of top-quality extra virgin olive oils with excellent nutraceutic properties was artificially adulterated by means of lower-grade olive oils commonly used in commercial counterfeits. The oil sample set was analyzed by means of diffuse-light absorption spectroscopy performed in the wide 400-1700 nm spectral range. A setup based on optical fiber technology was experimented, which made use of an optical fiber supercontinuum source. The spectroscopic library was processed by means of a Partial Least Squares regression for quantifying the adulterant concentration, followed by a Principal Component Analysis and Linear Discriminant Analysis for identifying the type of adulterant.
  • Keywords
    least squares approximations; optical fibres; principal component analysis; regression analysis; spectroscopy; vegetable oils; adulterant concentration; chemometrics; diffuse-light absorption spectroscopy; extra virgin olive oil; linear discriminant analysis; oil adulterants; optical fiber technology; partial least squares regression; principal component analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensors, 2010 IEEE
  • Conference_Location
    Kona, HI
  • ISSN
    1930-0395
  • Print_ISBN
    978-1-4244-8170-5
  • Electronic_ISBN
    1930-0395
  • Type

    conf

  • DOI
    10.1109/ICSENS.2010.5689954
  • Filename
    5689954