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Evaluating the Transferability of FT‐NIR Calibration Models for Fatty Acid Determination of Edible Fats and Oils Among Five Same‐make Spectrometers Using Transmission or Transflection Modes with Different Pathlengths
Author(s) -
Azizian Hormoz,
Kramer John K. G.,
Mossoba Magdi M.
Publication year - 2012
Publication title -
journal of the american oil chemists' society
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.512
H-Index - 117
eISSN - 1558-9331
pISSN - 0003-021X
DOI - 10.1007/s11746-012-2116-9
Subject(s) - calibration , spectrometer , partial least squares regression , transferability , near infrared spectroscopy , chemistry , analytical chemistry (journal) , spectroscopy , chromatography , optics , mathematics , statistics , physics , logit , quantum mechanics
Fourier transform near‐infrared (FT‐NIR) spectroscopy in conjunction with partial least squares 1 (PLS1) calibration models was previously reported to be an alternative method to GC for the rapid determination of the fatty acid (FA) composition of fats and oils. These calibration models had been developed based on accurate GC data (primary reference method) and observed FT‐NIR spectra. In the present three‐laboratory limited collaborative study, the transferability of these pre‐developed calibration models to four other FT‐NIR spectrometers from the same manufacturer was evaluated. Six samples were selected that provided a wide range of FA contents. Our results indicate that these models were successfully transferable to spectrometers operating in the transflection mode with 2‐ or 4‐mm pathlength fiber optic probes or in the transmission mode using 5‐mm, but not 8‐mm, outer diameter tubes. The predicted FA composition fell within the statistically accepted limits of agreement between FT‐NIR and GC. The FT‐NIR precision data were consistent with those reported in a published GC collaborative study. The application of FT‐NIR to the determination of the total content of SFA, trans FA, MUFA, and PUFA is cost‐effective and potentially suitable for the rapid screening of commercial products for compliance verification with labeling regulations.