Pedro A. M. K., Ferreira M. M. C., "The Use of Near-Infrared Spectroscopy
and Chemometrics for Determining the Shelf-Life of Products", Appl.
Spectrosc., 63(11), 1308-1314 (Nov 2009).
[Article]
Abstract.
In this work a procedure for determining the shelf-life of products
by merging near-infrared (NIR) spectroscopy, multivariate techniques of
data analysis, and kinetic theory is presented. This procedure allows information
from several sources (sensory, physical chemical, and instrumental) to
be merged via the multivariate accelerated shelf-life test (MASLT) algorithm.
The MASLT is a multivariate approach that relies on soft modeling via an
unfolding principal component analysis (u-PCA) and hard modeling, through
the conventional kinetic theory, for determining the final shelf-life of
products. The procedure was successfully applied to a consumer goods product
(a body lotion), whose shelf-life was determined to be 3 years and 9 months,
in accordance with results previously obtained using conventional analytical
techniques and univariate methods of data analysis.
Keywords.
Stability; Fragrance; Principal Component Analysis; PCA; Kinetics;
Emulsion; Multivariate; Multivariate Accelerated Shelf-Life Test; MASLT.
Keywords Plus.