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Published in:
2012 | OriginalPaper | Chapter
Sensitivity Analysis for the Purposes of Parameter Identification of a S. cerevisiae Fed-Batch Cultivation
Authors : Maria Angelova, Tania Pencheva
Published in: Large-Scale Scientific Computing
Publisher: Springer Berlin Heidelberg
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The application of the sensitivity analysis to parameter identification of a
S. cerevisiae
fed-batch cultivation is presented. Parameter identification of a cultivation described with a fifth order non linear mathematical model is a difficult task because of the high number of parameters to be estimated. The aim of the study is the sensitivity analysis to be applied to determine the most significant parameters and to answer the question which parameters are most easily estimated. For that purpose a sensitivity model of a
S. cerevisiae
fed-batch cultivation is developed and as a result a stepwise parameter identification procedure is proposed.