Optimization of Fed-batch Fermentation Processes using Genetic Algorithms based on Cascade Dynamic Neural Network Models

Modelling and Optimization of Biotechnological Processes - Studies in Computational Intelligence ◽

10.1007/11550952_5 ◽

2006 ◽

pp. 57-70

Author(s):

Lei Zhi Chen ◽

Sing Kiong Nguang ◽

Xiao Dong Chen

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Batch Fermentation ◽

Network Models ◽

Fed Batch ◽

Neural Network Models ◽

Dynamic Neural Network ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Optimization of Fed-batch Fermentation Processes using Genetic Algorithms based on Cascade Dynamic Neural Network Models

Modelling and Optimization of Biotechnological Processes - Studies in Computational Intelligence ◽

10.1007/3-540-32493-3_5 ◽

2006 ◽

pp. 57-70

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Batch Fermentation ◽

Network Models ◽

Fed Batch ◽

Neural Network Models ◽

Dynamic Neural Network ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Optimization of Fed-batch Fermentation Processes using Genetic Algorithms based on Cascade Dynamic Neural Network Models

Modelling and Optimization of Biotechnological Processes - Studies in Computational Intelligence ◽

10.1007/978-3-540-32493-5_5 ◽

2007 ◽

pp. 57-70 ◽

Cited By ~ 1

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Batch Fermentation ◽

Network Models ◽

Fed Batch ◽

Neural Network Models ◽

Dynamic Neural Network ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Reliable Optimal Control of a Fed-Batch Fermentation Process Using Ant Colony Optimization and Bootstrap Aggregated Neural Network Models

Applications of Metaheuristics in Process Engineering ◽

10.1007/978-3-319-06508-3_7 ◽

2014 ◽

pp. 183-200

Author(s):

Jie Zhang ◽

Yiting Feng ◽

Mahmood Hilal Al-Mahrouqi

Keyword(s):

Neural Network ◽

Optimal Control ◽

Ant Colony Optimization ◽

Batch Fermentation ◽

Fermentation Process ◽

Network Models ◽

Ant Colony ◽

Fed Batch ◽

Neural Network Models ◽

Fed Batch Fermentation

Download Full-text

Reliable optimal control of a fed-batch fermentation process using ant colony optimisation and bootstrap aggregated neural network models

Computer Aided Chemical Engineering - 21st European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-444-53711-9.50133-4 ◽

2011 ◽

pp. 663-667 ◽

Cited By ~ 4

Author(s):

Jie Zhang ◽

Yiting Feng ◽

Mahmood Hilal Al-Mahrouqi

Keyword(s):

Neural Network ◽

Optimal Control ◽

Batch Fermentation ◽

Fermentation Process ◽

Network Models ◽

Ant Colony ◽

Ant Colony Optimisation ◽

Fed Batch ◽

Neural Network Models ◽

Fed Batch Fermentation

Download Full-text

Modelling and optimization of fed-batch fermentation processes using dynamic neural networks and genetic algorithms

Biochemical Engineering Journal ◽

10.1016/j.bej.2004.07.012 ◽

2004 ◽

Vol 22 (1) ◽

pp. 51-61 ◽

Cited By ~ 72

Author(s):

LeiZhi Chen ◽

Sing Kiong Nguang ◽

Xiao Dong Chen ◽

Xue Mei Li

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Batch Fermentation ◽

Fed Batch ◽

Dynamic Neural Networks ◽

Fermentation Processes ◽

Fed Batch Fermentation ◽

Modelling And Optimization

Download Full-text

Comparison of linear, nonlinear and neural-network-based adaptive controllers for a class of fed-batch fermentation processes

Automatica ◽

10.1016/0005-1098(94)00139-a ◽

1995 ◽

Vol 31 (6) ◽

pp. 817-840 ◽

Cited By ~ 73

Author(s):

Jovan D. Bošković ◽

Kumpati S. Narendra

Keyword(s):

Neural Network ◽

Batch Fermentation ◽

Fed Batch ◽

Adaptive Controllers ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Pilot scale repeated fed-batch fermentation processes of the wine yeast Dekkera bruxellensis for mass production of resveratrol from Polygonum cuspidatum

Bioresource Technology ◽

10.1016/j.biortech.2017.07.053 ◽

2017 ◽

Vol 243 ◽

pp. 986-993 ◽

Cited By ~ 8

Author(s):

Hsiao-Ping Kuo ◽

Reuben Wang ◽

Yi-Sheng Lin ◽

Jinn-Tsyy Lai ◽

Yi-Chen Lo ◽

...

Keyword(s):

Mass Production ◽

Batch Fermentation ◽

Wine Yeast ◽

Pilot Scale ◽

Polygonum Cuspidatum ◽

Dekkera Bruxellensis ◽

Fed Batch ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Review of input determination techniques for neural network models based on mutual information and genetic algorithms

Neural Computing and Applications ◽

10.1007/s00521-008-0206-2 ◽

2008 ◽

Vol 18 (8) ◽

pp. 891-901 ◽

Cited By ~ 13

Author(s):

Maria Paula da Costa Couto

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Mutual Information ◽

Network Models ◽

Neural Network Models

Download Full-text

The Scale‐Up of Microbial Batch and Fed‐Batch Fermentation Processes

Advances in Applied Microbiology - Advances in Applied Microbiology Volume 62 ◽

10.1016/s0065-2164(07)62005-x ◽

2007 ◽

pp. 105-135 ◽

Cited By ~ 79

Author(s):

Christopher J. Hewitt ◽

Alvin W. Nienow

Keyword(s):

Batch Fermentation ◽

Scale Up ◽

Fed Batch ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text

Evolutionary Algorithms for Optimal Control in Fed-Batch Fermentation Processes

Lecture Notes in Computer Science - Applications of Evolutionary Computing ◽

10.1007/978-3-540-24653-4_9 ◽

2004 ◽

pp. 84-93 ◽

Cited By ~ 11

Author(s):

Miguel Rocha ◽

José Neves ◽

Isabel Rocha ◽

Eugénio C. Ferreira

Keyword(s):

Optimal Control ◽

Evolutionary Algorithms ◽

Batch Fermentation ◽

Fed Batch ◽

Fermentation Processes ◽

Fed Batch Fermentation

Download Full-text