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

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

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

Method for Optimal Control Calculation of a Fed-batch Fermentation Process

2006 14th Mediterranean Conference on Control and Automation ◽

10.1109/med.2006.236970 ◽

2006 ◽

Author(s):

R. Tzoneva

Keyword(s):

Optimal Control ◽

Batch Fermentation ◽

Fermentation Process ◽

Fed Batch ◽

Fed Batch Fermentation

Download Full-text

A Recurrent Neural Network Model of the B.t. Fed-Batch Fermentation Process 1

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)34250-7 ◽

2001 ◽

Vol 34 (5) ◽

pp. 385-390

Author(s):

Barrera-Cortés J. ◽

Baruch I. ◽

Valdez-Castro L. ◽

Vázquez-Cervantes V.

Keyword(s):

Neural Network ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Batch Fermentation ◽

Fermentation Process ◽

Fed Batch ◽

Fed Batch Fermentation

Download Full-text

Multistage optimal control for microbial fed-batch fermentation process

Journal of Industrial & Management Optimization ◽

10.3934/jimo.2021040 ◽

2021 ◽

Vol 0 (0) ◽

pp. 0

Author(s):

Xiaohong Li ◽

Mingxin Sun ◽

Zhaohua Gong ◽

Enmin Feng

Keyword(s):

Optimal Control ◽

Batch Fermentation ◽

Fermentation Process ◽

Fed Batch ◽

Fed Batch Fermentation

Download Full-text

Optimal control of nonlinear switched system in an uncoupled microbial fed-batch fermentation process

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2018.05.012 ◽

2018 ◽

Vol 355 (14) ◽

pp. 6169-6190 ◽

Cited By ~ 3

Author(s):

Teng Niu ◽

Jingang Zhai ◽

Hongchao Yin ◽

Enmin Feng

Keyword(s):

Optimal Control ◽

Batch Fermentation ◽

Fermentation Process ◽

Switched System ◽

Fed Batch ◽

Fed Batch Fermentation

Download Full-text

Dynamic hybrid neural network model of an industrial fed-batch fermentation process to produce foreign protein

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2006.05.018 ◽

2007 ◽

Vol 31 (3) ◽

pp. 163-170 ◽

Cited By ~ 28

Author(s):

Siris Ö. Laursen ◽

Daniel Webb ◽

W. Fred Ramirez

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Batch Fermentation ◽

Fermentation Process ◽

Foreign Protein ◽

Fed Batch ◽

Hybrid Neural Network ◽

Fed Batch Fermentation ◽

Dynamic Hybrid

Download Full-text

Control of continuous fed-batch fermentation process using neural network based model predictive controller

Bioprocess and Biosystems Engineering ◽

10.1007/s00449-009-0306-0 ◽

2009 ◽

Vol 32 (6) ◽

pp. 801-808 ◽

Cited By ~ 9

Author(s):

A. Uma Maheshwar Kiran ◽

Asim Kumar Jana

Keyword(s):

Neural Network ◽

Batch Fermentation ◽

Fermentation Process ◽

Fed Batch ◽

Model Predictive Controller ◽

Fed Batch Fermentation ◽

Predictive Controller

Download Full-text