The effect of the presence and growth of spoilage bacteria on the keep
ing quality of perishable products was modelled on theoretical premise
s. Growth was modelled as simply as possible, to direct attention to e
ffects on quality and to detect how quality could be affected by the b
acteria. Two approaches were investigated. Data on quality behaviour,
obtained by a Monte Carlo type of simulation, based on the full model
description in differential equations, were analysed with simplificati
on of the model formulation, one mathematical and one mechanistic. Alt
hough a perfect fit with multivariate nonlinear regression was not obt
ained, the results of the analyses indicate practical solutions to be
possible.