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Modelling and Optimization of Biotechnological Processes by Sing Kiong Nguang [Repost]
![Modelling and Optimization of Biotechnological Processes by Sing Kiong Nguang [Repost]](https://pixhost.icu/avaxhome/83/33/00303383.jpeg)
Modelling and Optimization of Biotechnological Processes: Artificial Intelligence Approaches (Studies in Computational Intelligence) by Sing Kiong Nguang
Springer; 2006 edition | January 12, 2006 | English | ISBN: 354030634X | 128 pages | PDF | 21 MB
Springer; 2006 edition | January 12, 2006 | English | ISBN: 354030634X | 128 pages | PDF | 21 MB
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.