EVALUATION OF MULTICOMPONENT KINETIC-ANALYSIS DATA BY A PARTIAL LEAST-SQUARES CALIBRATION METHOD

Citation
J. Havel et al., EVALUATION OF MULTICOMPONENT KINETIC-ANALYSIS DATA BY A PARTIAL LEAST-SQUARES CALIBRATION METHOD, Analyst, 118(11), 1993, pp. 1355-1360
Citations number
20
Categorie Soggetti
Chemistry Analytical
Journal title
ISSN journal
00032654
Volume
118
Issue
11
Year of publication
1993
Pages
1355 - 1360
Database
ISI
SICI code
0003-2654(1993)118:11<1355:EOMKDB>2.0.ZU;2-N
Abstract
A partial least squares (PLS) calibration method is suggested for the evaluation of multicomponent kinetic data. The advantage is that no ki netic model is assumed and only the information from the kinetic curve s themselves is used. In the procedure proposed, a model is developed from samples of known composition, i.e., a calibration set, and is the n used to predict unknowns, i.e., concentrations of the components in a test set. The use of the PLS method for multicomponent kinetic analy sis is demonstrated on several simulated and experimental data. It was shown that it is possible to determine analytes in mixtures without a ny previous knowledge either of the rate constants, mechanism of the r eactions or molar absorptivities of the components. The method has bee n validated on several two- and three-component simulated data and app lied to the simultaneous kinetic determination of Co and V and the sto pped-flow flow injection determination of Zn, Co and Fe.