Modelling and Optimization of Biotechnological Processes: Artificial Intelligence Approaches

by Lei Zhi Chen, Xiao Dong Chen, Sing Kiong Nguang

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 3642067921
• ISBN13: 9783642067921
• Release Date: November 2010
• Publisher: Springer
• Length: 123 Pages
• Weight: 0.43 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"