Modeling And Optimization Of Fermentation Processes
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Modeling And Optimization Of Fermentation Processes
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Author : Bohumil Volesky
language : en
Publisher:
Release Date : 1992-04-24
Modeling And Optimization Of Fermentation Processes written by Bohumil Volesky and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-04-24 with Medical categories.
Discusses basic methods of process description and optimization based on the mathematical equation needed for running a fermentation process. Meant for those who are dealing with the bio-process elements in the laboratory or on a large scale, for the engineer as well as the science student.
Modeling And Optimization Of Fermentation Processes
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Author : Mary Wright
language : en
Publisher:
Release Date : 2018
Modeling And Optimization Of Fermentation Processes written by Mary Wright and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Fermentation categories.
Modelling And Optimization Of Biotechnological Processes
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Author : Lei Zhi Chen
language : en
Publisher: Springer
Release Date : 2007-07-04
Modelling And Optimization Of Biotechnological Processes written by Lei Zhi Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-04 with Technology & Engineering categories.
Mostindustrialbiotechnologicalprocessesareoperatedempirically.Oneofthe major di?culties of applying advanced control theories is the highly nonlinear nature of the processes. This book examines approaches based on arti?cial intelligencemethods,inparticular,geneticalgorithmsandneuralnetworks,for monitoring, modelling and optimization of fed-batch fermentation processes. The main aim of a process control is to maximize the ?nal product with minimum development and production costs. This book is interdisciplinary in nature, combining topics from biotechn- ogy, arti?cial intelligence, system identi?cation, process monitoring, process modelling and optimal control. Both simulation and experimental validation are performed in this study to demonstrate the suitability and feasibility of proposed methodologies. An online biomass sensor is constructed using a - current neural network for predicting the biomass concentration online with only three measurements (dissolved oxygen, volume and feed rate). Results show that the proposed sensor is comparable or even superior to other sensors proposed in the literature that use more than three measurements. Biote- nological processes are modelled by cascading two recurrent neural networks. It is found that neural models are able to describe the processes with high accuracy. Optimization of the ?nal product is achieved using modi?ed genetic algorithms to determine optimal feed rate pro?les. Experimental results of the corresponding production yields demonstrate that genetic algorithms are powerful tools for optimization of highly nonlinear systems. Moreover, a c- bination of recurrentneural networks and genetic algorithms provides a useful and cost-e?ective methodology for optimizing biotechnological processes.
Tendency Modeling And Optimization Of Fed Batch Fermentations
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Author : Paraskevas Tsobanakis
language : en
Publisher:
Release Date : 1994
Tendency Modeling And Optimization Of Fed Batch Fermentations written by Paraskevas Tsobanakis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Fermentation categories.
Optimal Control Of Switched Systems Arising In Fermentation Processes
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Author : Chongyang Liu
language : en
Publisher: Springer
Release Date : 2014-09-11
Optimal Control Of Switched Systems Arising In Fermentation Processes written by Chongyang Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-11 with Mathematics categories.
The book presents, in a systematic manner, the optimal controls under different mathematical models in fermentation processes. Variant mathematical models – i.e., those for multistage systems; switched autonomous systems; time-dependent and state-dependent switched systems; multistage time-delay systems and switched time-delay systems – for fed-batch fermentation processes are proposed and the theories and algorithms of their optimal control problems are studied and discussed. By putting forward novel methods and innovative tools, the book provides a state-of-the-art and comprehensive systematic treatment of optimal control problems arising in fermentation processes. It not only develops nonlinear dynamical system, optimal control theory and optimization algorithms, but can also help to increase productivity and provide valuable reference material on commercial fermentation processes.
The Application Of Optimization Methods To Mathematical Models Of Fermentation Processes
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Author : Alkis Constantinides
language : en
Publisher:
Release Date : 1970
The Application Of Optimization Methods To Mathematical Models Of Fermentation Processes written by Alkis Constantinides and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1970 with categories.
Mathematical Modeling And Optimization Of The Gluconic Acid Fermentation
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Author : Vishva Roop Rai
language : en
Publisher:
Release Date : 1974
Mathematical Modeling And Optimization Of The Gluconic Acid Fermentation written by Vishva Roop Rai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with Fermentation categories.
Modeling Optimization And Computer Control Of The Cephalosporin C Fermentation Process
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Author : Wey-Bang Zachary Chu
language : en
Publisher:
Release Date : 1987
Modeling Optimization And Computer Control Of The Cephalosporin C Fermentation Process written by Wey-Bang Zachary Chu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Cephalosporin C. categories.
Modelling And Optimization Of Biotechnological Processes
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Author : Lei Zhi Chen
language : en
Publisher: Springer
Release Date : 2007-07-04
Modelling And Optimization Of Biotechnological Processes written by Lei Zhi Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-04 with Technology & Engineering categories.
Mostindustrialbiotechnologicalprocessesareoperatedempirically.Oneofthe major di?culties of applying advanced control theories is the highly nonlinear nature of the processes. This book examines approaches based on arti?cial intelligencemethods,inparticular,geneticalgorithmsandneuralnetworks,for monitoring, modelling and optimization of fed-batch fermentation processes. The main aim of a process control is to maximize the ?nal product with minimum development and production costs. This book is interdisciplinary in nature, combining topics from biotechn- ogy, arti?cial intelligence, system identi?cation, process monitoring, process modelling and optimal control. Both simulation and experimental validation are performed in this study to demonstrate the suitability and feasibility of proposed methodologies. An online biomass sensor is constructed using a - current neural network for predicting the biomass concentration online with only three measurements (dissolved oxygen, volume and feed rate). Results show that the proposed sensor is comparable or even superior to other sensors proposed in the literature that use more than three measurements. Biote- nological processes are modelled by cascading two recurrent neural networks. It is found that neural models are able to describe the processes with high accuracy. Optimization of the ?nal product is achieved using modi?ed genetic algorithms to determine optimal feed rate pro?les. Experimental results of the corresponding production yields demonstrate that genetic algorithms are powerful tools for optimization of highly nonlinear systems. Moreover, a c- bination of recurrentneural networks and genetic algorithms provides a useful and cost-e?ective methodology for optimizing biotechnological processes.
Modelling And Optimization Of Biotechnological Processes
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Author : Leizhi Chen
language : en
Publisher:
Release Date : 2004
Modelling And Optimization Of Biotechnological Processes written by Leizhi Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Animal cell biotechnology categories.