Lk. Bieniasz et B. Speiser, USE OF SENSITIVITY ANALYSIS-METHODS IN THE MODELING OF ELECTROCHEMICAL TRANSIENTS - PART 1 - GAINING MORE INSIGHT INTO THE BEHAVIOR OF KINETIC-MODELS, Journal of electroanalytical chemistry [1992], 441(1-2), 1998, pp. 271-285
Sensitivity analysis is a commonly accepted methodology of studying th
e effect of parameter variations on the behaviour of mathematical mode
ls in various branches of chemical kinetics. However, it has not yet f
ound wider application in electrochemical kinetics. In this paper we p
erform an introductory investigation of the utility of formal methods
of sensitivity analysis for the modelling of electrochemical transient
s. We calculate and analyse first-order parametric sensitivity coeffic
ients for the cyclic voltammetric transient corresponding to a quasi-r
eversible charge-transfer reaction E-qrev, assuming potential-dependen
t charge-transfer coefficients, and for the chronopotentiometric trans
ient corresponding to a CrevE reaction mechanism, taken as example pro
blems. We show that this local sensitivity analysis provides straightf
orward quantitative answers to a number of fundamental questions about
the dependencies of the transients on model parameters. Therefore, we
recommend that sensitivity analysis be used in conjunction with tradi
tional digital simulations, resulting in an added insight into the beh
aviour of kinetic models. (C) 1998 Elsevier Science S.A.