- Studies in Computational Intelligence: Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control 218 (2009, Hardcover) read book EPUB, TXT, FB2
9783642018879 3642018874 The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence - quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution - this permits a rapid and broad dissemination of research results 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 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 Book jacket.
9783642018879 3642018874 The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence - quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution - this permits a rapid and broad dissemination of research results 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 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 Book jacket.