Pedro A. M. K., Ferreira M. M. C., "Multivariate Accelerated Shelf-Life
Testing: a Novel Approach for Determining the Shelf-Life of Foods",
J.
Chemometr., 20(1-2), 76-83 (Jan-Feb 2006).
Abstract.
In order to meet consumers' expectations for high-quality products,
food industries must conduct shelf-life studies that many times include
the assessment of several analytical and sensory properties. However, whenever
a new product is to be launched onto the market, defining which are the
most relevant properties to monitor, as well as their cut-off criterion,
is the subject of strong debate. Besides, for products with long estimated
shelf-lives, accelerated studies have to be conducted and a third parameter
has to be estimated: the acceleration factor which defines the correlation
between the different storage conditions. In this study we propose a new
approach for determining the shelf-life of industrialised food products,
the Multivariate Accelerated Shelf-Life Test (MASLT), in which a Principal
Component Analysis (PCA) is performed and the scores of the time-related
components are taken for estimating the multivariate rate constants (km),
the multivariate acceleration factor (am)
and the multivariate activation energy (Eam). The method was
successfully applied to a single-concentrated industrialised tomato product
for which the actual shelf-life was estimated to be 28 months. Pseudo-zero-order
kinetics resulted in the multivariate parameters a35,25m
= 2.7 and Eam = 150 kJ·mol-1.
Keywords.
Principal Component Analysis; Chemometrics; Kinetics; Food Degradation;
Sensory Analysis.
Keywords Plus.