A SOFTWARE FOR PARAMETER ESTIMATION IN DYNAMIC MODELS

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dc.authoridYuceer, Mehmet/0000-0002-2648-3931
dc.authorwosidYuceer, Mehmet/E-5110-2012
dc.contributor.authorYuceer, M.
dc.contributor.authorAtasoy, I.
dc.contributor.authorBerber, R.
dc.date.accessioned2024-08-04T20:31:05Z
dc.date.available2024-08-04T20:31:05Z
dc.date.issued2008
dc.departmentİnönü Üniversitesien_US
dc.description.abstractA common problem in dynamic systems is to determine parameters in an equation used to represent experimental data. The goal is to determine the values of model parameters that provide the best fit to measured data, generally based on some type of least squares or maximum likelihood criterion. In the most general case, this requires the solution of a nonlinear and frequently non-convex optimization problem. Some of the available software lack in generality, while others do not provide ease of use. A user-interactive parameter estimation software was needed for identifying kinetic parameters. In this work we developed an integration based optimization approach to provide a solution to such problems. For easy implementation of the technique, a parameter estimation software (PARES) has been developed in MATLAB environment. When tested with extensive example problems from literature, the suggested approach is proven to provide good agreement between predicted and observed data within relatively less computing time and iterations.en_US
dc.identifier.doi10.1590/S0104-66322008000400018
dc.identifier.endpage821en_US
dc.identifier.issn0104-6632
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-57149134480en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage813en_US
dc.identifier.urihttps://doi.org/10.1590/S0104-66322008000400018
dc.identifier.urihttps://hdl.handle.net/11616/94709
dc.identifier.volume25en_US
dc.identifier.wosWOS:000261207700018en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherBrazilian Soc Chemical Engen_US
dc.relation.ispartofBrazilian Journal of Chemical Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectParameter estimationen_US
dc.subjectDynamic simulationen_US
dc.titleA SOFTWARE FOR PARAMETER ESTIMATION IN DYNAMIC MODELSen_US
dc.typeArticleen_US

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