ISBN-10:
3642018874
ISBN-13:
9783642018879
Pub. Date:
06/25/2009
Publisher:
Springer Berlin Heidelberg
Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control / Edition 1

Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control / Edition 1

by Maria Carmo Nicoletti

Hardcover

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Overview

This research book presents the use of computational intelligence paradigms in bioprocess related tasks namely modeling, supervision, monitoring and control, diagnostic, learning and optimization, with applications to several areas. Aimed at researchers, practitioners and graduate students, it will also serve as a text for advanced courses in chemical engineering, bioinformatics and biotechnology, and for computer scientists interested in bioprocesses. Chapters are self-contained and many of them include applications to real-world problems: - 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 treptomyces 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.

Product Details

ISBN-13: 9783642018879
Publisher: Springer Berlin Heidelberg
Publication date: 06/25/2009
Series: Studies in Computational Intelligence , #218
Edition description: 2009
Pages: 341
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

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.

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