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Detection of factors affecting the acquisition of visible-near infrared fibre-optic
probe spectra of commercial meat products Antonio J. Gaitán-Jurado,a Francisco Rincón,b Victor Ortiz-
Somovillaa and Fidelina España-Españaa aIFAPA-Centro “Alameda del Obispo” (Postharvest and
Food Technology Area), Avda Menéndez Pidal s/n, Apdo. Correos 3.092, 14080 Córdoba, Spain. E-mail:
antonioj.gaitan.ext@juntadeandalucia.es bUniversity of Córdoba, Department of Bromatology, Campus Rabanales, Building C-1, 14014 Córdoba,
Spain
ABSTRACT:
Near infrared (NIR) spectroscopic analysis of sliced and packaged dry fermented sausages was standardised in order to identify the main sources of error during the
spectrum acquisition process. The aim of the study was to ascertain how many of the apparent critical factors (ACFs) were really significant key factors for spectrum acquisition.
Using a 2III7–4, Plackett–Burman experimental design, and enhancing resolution via a fold-over such as
2IV7–3, seven ACFs were investigated to determine their effect on root mean square (RMS) values obtained using 15 combinations of spectral
range and mathematical pre-treatment. The results showed that for the on-line control of products of this type, the spectrum acquisition process was not affected by the ACFs
studied when using the whole spectral range of the instrument (400–2500 nm), with the first derivative and either of the scatter corrections examined here, since in these
conditions control of factor variability proved unnecessary.
Keywords: dry fermented sausages, on-line quality control, visible and near infrared spectroscopy, Plackett–Burman
experimental design
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