TESTING A PREDICTOR-CORRECTOR INTEGRAL METHOD FOR ESTIMATING PARAMETERS IN COMPLEX KINETIC SYSTEMS DESCRIBED BY ORDINARY DIFFERENTIAL-EQUATIONS

Authors
Citation
J. Font et A. Fabregat, TESTING A PREDICTOR-CORRECTOR INTEGRAL METHOD FOR ESTIMATING PARAMETERS IN COMPLEX KINETIC SYSTEMS DESCRIBED BY ORDINARY DIFFERENTIAL-EQUATIONS, Computers & chemical engineering, 21(7), 1997, pp. 719-731
Citations number
57
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Chemical","Computer Science Interdisciplinary Applications
ISSN journal
00981354
Volume
21
Issue
7
Year of publication
1997
Pages
719 - 731
Database
ISI
SICI code
0098-1354(1997)21:7<719:TAPIMF>2.0.ZU;2-7
Abstract
An iterative predictor-corrector integral method based on the Himmelbl au-Jones-Bischoff technique was tested for estimating kinetic rate con stants in complex reaction networks. This approach differs from the or iginal method because the numerical integrals are calculated using the computed concentrations instead of the experimental data. The estimat es from the original and the modified techniques were compared and it is shown that the latter gives more precise and accurate parameters ev en when only short size experimental data are available, the data are affected by large errors, or very complex reaction networks are to be tested. In addition, the confidence bands estimated by applying a roug h error analysis show reasonable agreement with the dispersion directl y calculated by statistical analysis of the different estimates. (C) 1 997 Elsevier Science Ltd.