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MODELLING AND OPTIMIZATION OF BIOTECHNOLOGICAL PROCESSES IBD

SPRINGER
11 / 2010
9783642067921
Inglés

Sinopsis

Optimization of Fed-batch Culture of Hybridoma Cells using Genetic Algorithms.- On-line Identification and Optimization of Feed Rate Profiles for Fed-batch Culture of Hybridoma Cells.- On-line Softsensor Development for Biomass Measurements using Dynamic Neural Networks.- Optimization of Fed-batch Fermentation Processes using Genetic Algorithms based on Cascade Dynamic Neural Network Models.- Experimental Validation of Cascade Recurrent Neural Network Models.- Designing and Implementing Optimal Control of Fed-batch Fermentation Processes.- Conclusions.