Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control - Carmo Nicoletti, Maria; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Computational Intelligence Techniques as Tools for Bioprocess Modelling, Optimization, Supervision and Control -- Software Sensors and Their Applications in Bioprocess -- Monitoring of Bioprocesses: Mechanistic and Data-Driven Approaches -- Novel Computational Methods for Modeling and Control in Chemical and Biochemical Process Systems -- Computational Intelligence Techniques for Supervision and Diagnosis of Biological Wastewater Treatment Systems -- Multiobjective Genetic Algorithms for the Optimisation of Wastewater Treatment Processes -- Data Reconciliation Using Neural Networks for the Determination of KLa -- A Computational Intelligent Based Approach for the Development of a Minimal Defined Medium: Application to Human Interleukin-3 Production by Streptomyces lividans 66 -- Bioprocess Modelling for Learning Model Predictive Control (L-MPC) -- Performance Monitoring and Batch to Batch Control of Biotechnological Processes -- Modelling of Biotechnological Processes - An Approach Based on Artificial Neural Networks.
Keywords: Applied mathematics; Engineering mathematics; Artificial intelligence; Biomedical engineering; Bioinformatics; Mathematical and Computational Engineering; Artificial Intelligence; Biomedical Engineering and Bioengineering; Bioinformatics