| Literature DB >> 27237834 |
Henning Schröder1, Mathias Sawall1, Christoph Kubis2, Detlef Selent2, Dieter Hess3, Robert Franke4, Armin Börner2, Klaus Neymeyr5.
Abstract
If for a chemical reaction with a known reaction mechanism the concentration profiles are accessible only for certain species, e.g. only for the main product, then often the reaction rate constants cannot uniquely be determined from the concentration data. This is a well-known fact which includes the so-called slow-fast ambiguity. This work combines the question of unique or non-unique reaction rate constants with factor analytic methods of chemometrics. The idea is to reduce the rotational ambiguity of pure component factorizations by considering only those concentration factors which are possible solutions of the kinetic equations for a properly adapted set of reaction rate constants. The resulting set of reaction rate constants corresponds to those solutions of the rate equations which appear as feasible factors in a pure component factorization. The new analysis of the ambiguity of reaction rate constants extends recent research activities on the Area of Feasible Solutions (AFS). The consistency with a given chemical reaction scheme is shown to be a valuable tool in order to reduce the AFS. The new methods are applied to model and experimental data.Keywords: Area of feasible solutions; Factor analysis; Feasible rate constants; Kinetic modeling; Nonnegative matrix factorization; Spectral recovery
Year: 2016 PMID: 27237834 DOI: 10.1016/j.aca.2016.04.009
Source DB: PubMed Journal: Anal Chim Acta ISSN: 0003-2670 Impact factor: 6.558