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Cookie akzeptierenLei Zhi Chen / Xiao Dong Chen / Sing Kiong Nguang
Modelling and Optimization of Biotechnological Processes
- Springer Berlin Heidelberg
- 2006
- Gebunden
- 132 Seiten
- ISBN 9783540306344
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
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