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

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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 ◽

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 ◽

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Recurrent neural network model of a fed-batch Saccharomyces cerevisiae fermentation process

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium ◽

10.1109/ijcnn.2000.860835 ◽

2000 ◽

Author(s):

J. Barrera-Cortes ◽

I. Baruch

Keyword(s):

Neural Network ◽

Saccharomyces Cerevisiae ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Fermentation Process ◽

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Optimal control of a fed-batch bioreactor based upon an augmented recurrent neural network model

Neurocomputing ◽

10.1016/s0925-2312(01)00680-4 ◽

2002 ◽

Vol 48 (1-4) ◽

pp. 919-936 ◽

Author(s):

Yuan Tian ◽

Jie Zhang ◽

Julian Morris

Keyword(s):

Neural Network ◽

Optimal Control ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Fed Batch ◽

Batch Bioreactor

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A recurrent neural network for a fed-batch fermentation with recombinant Escherichia coli subject to inflow disturbances

Process Biochemistry ◽

10.1016/s0032-9592(96)00081-7 ◽

1997 ◽

Vol 32 (5) ◽

pp. 391-400 ◽

Author(s):

P.R. Patnaik

Keyword(s):

Neural Network ◽

Escherichia Coli ◽

Recurrent Neural Network ◽

Batch Fermentation ◽

Recombinant Escherichia Coli ◽

Fed Batch ◽

Fed Batch Fermentation

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A Recurrent Neural Network for Controlling a Fed-Batch Fermentation of B. t.

Artificial Neural Nets and Genetic Algorithms ◽

10.1007/978-3-7091-6230-9_43 ◽

2001 ◽

pp. 177-180

Author(s):

J. Barrera Cortés ◽

I. Baruch ◽

L. Valdez Castro ◽

V. Vázquez Cervantes

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Batch Fermentation ◽

Fed Batch ◽

Fed Batch Fermentation

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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 ◽

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

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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 ◽

Fed Batch ◽

Neural Network Models ◽

Fed Batch Fermentation

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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 ◽

Author(s):

Jie Zhang ◽

Yiting Feng ◽

Mahmood Hilal Al-Mahrouqi

Keyword(s):

Neural Network ◽

Optimal Control ◽

Batch Fermentation ◽

Fermentation Process ◽

Network Models ◽

Ant Colony Optimisation ◽

Fed Batch ◽

Neural Network Models ◽

Fed Batch Fermentation

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Data-driven recurrent neural network model to predict the rate of penetration

Upstream Oil and Gas Technology ◽

10.1016/j.upstre.2021.100047 ◽

2021 ◽

Vol 7 ◽

pp. 100047

Author(s):

Husam H. Alkinani ◽

Abo Taleb T. Al-Hameedi ◽

Shari Dunn-Norman

Keyword(s):

Neural Network ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Data Driven ◽

Rate Of Penetration

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Production of exopolysaccharides by Acinetobacter strains in a controlled fed-batch fermentation process using soap stock oil (SSO) as carbon source

International Journal of Biological Macromolecules ◽

10.1016/0141-8130(90)90066-j ◽

1990 ◽

Vol 12 (2) ◽

pp. 145-152 ◽

Author(s):

Yossef Shabtai

Keyword(s):

Carbon Source ◽

Batch Fermentation ◽

Fermentation Process ◽

Fed Batch ◽

Fed Batch Fermentation

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