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
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;
Conference_Titel :
Sensors, 2010 IEEE
Conference_Location :
Kona, HI
Print_ISBN :
978-1-4244-8170-5
Electronic_ISBN :
1930-0395
DOI :
10.1109/ICSENS.2010.5689954