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Filipe Ataíde, Bernd Hitzmann (Beteiligte)

Parameter estimation of Michaelis-Menten kinetics


Comparison between experimental design methodologies and equidistant sampling using genetic algorithms
2010. 88 S. 220 mm
Verlag/Jahr: VDM VERLAG DR. MÜLLER 2010
ISBN: 3-639-25334-5 (3639253345)
Neue ISBN: 978-3-639-25334-4 (9783639253344)

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The main objective of this work was to investigate the application of experimental design techniques for the identification of Michaelis-Menten kinetic parameters. More specifically, this study attempts to elucidate the relative advantages/disadvantages of employing complex experimental design techniques in relation to equidistant sampling when applied to different reactor operation modes. All studies were supported by simulation data of a generic enzymatic process that obeys to the Michaelis-Menten kinetic equation. Different aspects were investigated, such as the influence of different reactor operation modes (batch, fed-batch with pulsewise feeding and fed- batch with continuous feeding) and the experimental design optimality criteria on the effectiveness of kinetic parameters identification.