Nonlinear model predictive control using neural networks

IEEE Control Systems Magazine ◽

10.1109/37.845038 ◽

2000 ◽

Vol 20 (3) ◽

pp. 53-62 ◽

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control

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Nonlinear model predictive control of a multistage evaporator system using recurrent neural networks

2009 4th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2009.5138477 ◽

2009 ◽

Author(s):

J.C. Atuonwu ◽

Y. Cao ◽

G.P. Rangaiah ◽

M.O. Tade

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Recurrent Neural Networks ◽

Nonlinear Model Predictive Control

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Nonlinear model predictive control of a multiscale thin film deposition process using artificial neural networks

Chemical Engineering Science ◽

10.1016/j.ces.2019.07.044 ◽

2019 ◽

Vol 207 ◽

pp. 1230-1245 ◽

Author(s):

Grigoriy Kimaev ◽

Luis A. Ricardez-Sandoval

Keyword(s):

Thin Film ◽

Neural Networks ◽

Artificial Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Thin Film Deposition ◽

Deposition Process ◽

Film Deposition ◽

Nonlinear Model Predictive Control

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Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2020.107174 ◽

2021 ◽

Vol 145 ◽

pp. 107174

Author(s):

Angelo D. Bonzanini ◽

Joel A. Paulson ◽

Georgios Makrygiorgos ◽

Ali Mesbah

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Gaussian Processes ◽

Deep Neural Networks ◽

Nonlinear Model Predictive Control

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Nonlinear model predictive control of an intensified continuous reactor using neural networks

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7260271 ◽

2015 ◽

Author(s):

Li Shi ◽

Li Yueyang

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Continuous Reactor

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Nonlinear model-predictive control with disturbance rejection property using adaptive neural networks

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2017.06.005 ◽

2017 ◽

Vol 354 (13) ◽

pp. 5201-5220 ◽

Author(s):

Bahareh Vatankhah ◽

Mohammad Farrokhi

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Disturbance Rejection ◽

Nonlinear Model Predictive Control ◽

Adaptive Neural Networks

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A nonlinear model predictive control based on pseudolinear neural networks

1999 European Control Conference (ECC) ◽

10.23919/ecc.1999.7100044 ◽

1999 ◽

Author(s):

Yongji Wang ◽

Hong Wang

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control

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Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.1207 ◽

2020 ◽

Vol 53 (2) ◽

pp. 5273-5278

Author(s):

Danimir T. Doncevic ◽

Artur M. Schweidtmann ◽

Yannic Vaupel ◽

Pascal Schäfer ◽

Adrian Caspari ◽

...

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control

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The nonlinear model-predictive control of a chemical plant using multiple neural networks

Neural Computing and Applications ◽

10.1007/s00521-004-0399-y ◽

2004 ◽

Vol 13 (1) ◽

pp. 2-15 ◽

Author(s):

H. Jazayeri-Rad

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Chemical Plant ◽

Nonlinear Model Predictive Control ◽

Multiple Neural Networks

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Nonlinear model predictive control based on multiple neural networks

Proceedings of the 3rd World Congress on Intelligent Control and Automation (Cat. No.00EX393) ◽

10.1109/wcica.2000.863412 ◽

2002 ◽

Author(s):

Xiong Zhihua ◽

Wang Xiong ◽

Xu Yongmao

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Multiple Neural Networks

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Efficient robust nonlinear model predictive control via approximate multi-stage programming: A neural networks based approach

Computer Aided Chemical Engineering - 29th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-12-818634-3.50211-3 ◽

2019 ◽

pp. 1261-1266 ◽

Author(s):

Wachira Daosud ◽

Paisan Kittisupakorn ◽

Miroslav Fikar ◽

Sergio Lucia ◽

Radoslav Paulen

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

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