Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642424864
• ISBN13: 9783642424861
• Release Date: October 2014
• Publisher: Springer
• Length: 341 Pages
• Weight: 1.11 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"