A comparison of nonlinear predictive control techniques using neural network models

Journal of Systems Architecture ◽

10.1016/s1383-7621(97)00066-0 ◽

1998 ◽

Vol 44 (8) ◽

pp. 597-616 ◽

Author(s):

Miguel Ayala Botto ◽

José Sá da Costa

Keyword(s):

Neural Network ◽

Predictive Control ◽

Network Models ◽

Neural Network Models ◽

Control Techniques ◽

Nonlinear Predictive Control

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A comparison of nonlinear predictive control techniques using neural network models

Proceedings of International Workshop on Neural Networks for Identification, Control, Robotics and Signal/Image Processing ◽

10.1109/nicrsp.1996.542786 ◽

2002 ◽

Author(s):

M.A. Botto ◽

J.S. da Costa

Keyword(s):

Neural Network ◽

Predictive Control ◽

Network Models ◽

Neural Network Models ◽

Control Techniques ◽

Nonlinear Predictive Control

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On-line predictive control of a chemical process using neural network models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)56741-5 ◽

1999 ◽

Vol 32 (2) ◽

pp. 4347-4352 ◽

Author(s):

D.L. Yu ◽

J.B. Gomm ◽

D. Williams

Keyword(s):

Neural Network ◽

Predictive Control ◽

Chemical Process ◽

Network Models ◽

Neural Network Models ◽

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Predictive control of quality in a batch manufacturing process using artificial neural network models

Industrial & Engineering Chemistry Research ◽

10.1021/ie00021a019 ◽

1993 ◽

Vol 32 (9) ◽

pp. 1951-1961 ◽

Author(s):

Babu Joseph ◽

Frieda Wang Hanratty

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Predictive Control ◽

Manufacturing Process ◽

Network Models ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Nonlinear model predictive control for distributed parameter systems using data driven artificial neural network models

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2007.05.002 ◽

2008 ◽

Vol 32 (6) ◽

pp. 1225-1237 ◽

Author(s):

Eleni Aggelogiannaki ◽

Haralambos Sarimveis

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Predictive Control ◽

Network Models ◽

Nonlinear Model Predictive Control ◽

Data Driven ◽

Distributed Parameter ◽

Neural Network Models ◽

Artificial Neural Network Models

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Predictive control of a bench-scale chemical reactor based on neural-network models

IEEE Transactions on Control Systems Technology ◽

10.1109/87.668039 ◽

1998 ◽

Vol 6 (3) ◽

pp. 388-400 ◽

Author(s):

B. Schenker ◽

M. Agarwal

Keyword(s):

Neural Network ◽

Predictive Control ◽

Network Models ◽

Chemical Reactor ◽

Neural Network Models ◽

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Nonlinear adaptive model predictive control based on self-correcting neural network models

AIChE Journal ◽

10.1002/aic.10505 ◽

2005 ◽

Vol 51 (9) ◽

pp. 2495-2506 ◽

Author(s):

Alex Alexandridis ◽

Haralambos Sarimveis

Keyword(s):

Neural Network ◽

Model Predictive Control ◽

Predictive Control ◽

Network Models ◽

Adaptive Model ◽

Neural Network Models ◽

Adaptive Model Predictive Control

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Stabilization of gas-lift oil wells by a nonlinear model predictive control scheme based on adaptive neural network models

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2013.03.007 ◽

2013 ◽

Vol 26 (8) ◽

pp. 1902-1910 ◽

Author(s):

Karim Salahshoor ◽

Sepide Zakeri ◽

Morteza Haghighat Sefat

Keyword(s):

Neural Network ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Network Models ◽

Nonlinear Model Predictive Control ◽

Adaptive Neural Network ◽

Neural Network Models ◽

Control Scheme ◽

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Dual-mode Explicit Output-feedback Predictive Control Based on Neural Network Models *

IFAC Proceedings Volumes ◽

10.3182/20100901-3-it-2016.00066 ◽

2010 ◽

Vol 43 (14) ◽

pp. 545-550 ◽

Author(s):

Alexandra Grancharova ◽

Juš Kocijan ◽

Tor A. Johansen

Keyword(s):

Neural Network ◽

Predictive Control ◽

Output Feedback ◽

Network Models ◽

Dual Mode ◽

Neural Network Models

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Integrating dynamic neural network models with principal component analysis for adaptive model predictive control

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2020.03.031 ◽

2020 ◽

Vol 161 ◽

pp. 26-37 ◽

Author(s):

Hesam Hassanpour ◽

Brandon Corbett ◽

Prashant Mhaskar

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Model Predictive Control ◽

Predictive Control ◽

Network Models ◽

Principal Component ◽

Adaptive Model ◽

Neural Network Models ◽

Dynamic Neural Network ◽

Adaptive Model Predictive Control

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Integrating Dynamic Neural Network Models with Principal Component Analysis for Model Predictive Control

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.536 ◽

2020 ◽

Vol 53 (2) ◽

pp. 11313-11318

Author(s):

Hesam Hassanpour ◽

Brandon Corbett ◽

Prashant Mhaskar

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Model Predictive Control ◽

Predictive Control ◽

Network Models ◽

Principal Component ◽

Component Analysis ◽

Neural Network Models ◽

Dynamic Neural Network

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