Mr. Degiorgi et al., DESIGN OF HIGH FASTNESS ACID DYES FOR SILK - A CHEMOMETRIC APPROACH, Journal of the Society of Dyers and Colourists, 109(12), 1993, pp. 405-410
A chemometric strategy for the design of acid dyes for silk is reporte
d. A small set of representative dyes was selected by the technique of
fractional factorial design, using the principal properties of the su
bstituents as design variables. The selected dyes were synthesised and
fastness properties on silk were measured. Wash fastness and light fa
stness values were related to the chemical structure by the partial le
ast squares (PLS) method. The models were used to predict the fastness
of new dyes of the same class and to optimise the structure.