Improved nonlinear predictive control performance using recurrent neural networks

2008 American Control Conference ◽

10.1109/acc.2008.4587152 ◽

2008 ◽

Author(s):

Matthew Kuure-Kinsey ◽

B. Wayne Bequette

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Control Performance ◽

Nonlinear Predictive Control

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Predictive control using recurrent neural networks for industrial processes

Journal of the Chinese Institute of Engineers ◽

10.1080/02533839.2009.9671504 ◽

2009 ◽

Vol 32 (2) ◽

pp. 277-283 ◽

Author(s):

Chi‐Huang Lu ◽

Ching‐Chih Tsai

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Industrial Processes

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Model Predictive Control for Tracking of Underactuated Vessels Based on Recurrent Neural Networks

IEEE Journal of Oceanic Engineering ◽

10.1109/joe.2012.2201797 ◽

2012 ◽

Vol 37 (4) ◽

pp. 717-726 ◽

Author(s):

Zheng Yan ◽

Jun Wang

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Predictive Control ◽

Recurrent Neural Networks

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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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Real-Time Robust Model Predictive Control of Mobile Robots Based on Recurrent Neural Networks

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26555-1_33 ◽

2015 ◽

pp. 289-296

Author(s):

Shuzhan Bi ◽

Guangfei Zhang ◽

Xijun Xue ◽

Zheng Yan

Keyword(s):

Neural Networks ◽

Model Predictive Control ◽

Mobile Robots ◽

Real Time ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Robust Model Predictive Control ◽

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Recurrent neural networks-based multivariable system PID predictive control

Frontiers of Electrical and Electronic Engineering in China ◽

10.1007/s11460-007-0037-4 ◽

2007 ◽

Vol 2 (2) ◽

pp. 197-201 ◽

Author(s):

Yan Zhang ◽

Fanzhen Wang ◽

Ying Song ◽

Zengqiang Chen ◽

Zhuzhi Yuan

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Multivariable System

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Nonlinear predictive control via neural networks

UKACC International Conference on Control. Control '96 ◽

10.1049/cp:19960645 ◽

1996 ◽

Author(s):

G.P. Liu

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Nonlinear Predictive Control

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Modelling and Predictive Control of a Multivariable Process Using Recurrent Neural Networks

International Journal of Modelling and Simulation ◽

10.1080/02286203.2008.11442445 ◽

2008 ◽

Vol 28 (1) ◽

pp. 20-26 ◽

Author(s):

N. Sivakumaran ◽

T.K. Radhakrishnan

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Multivariable Process

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The application of wavelet neural networks to nonlinear predictive control

Proceedings of International Conference on Neural Networks (ICNN'97) ◽

10.1109/icnn.1997.616111 ◽

2002 ◽

Author(s):

Dexian Huang ◽

Yihui Jin

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Wavelet Neural Networks ◽

Nonlinear Predictive Control

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Modelling and nonlinear predictive control of a yeast fermentation biochemical reactor using neural networks

Chemical Engineering Journal ◽

10.1016/j.cej.2008.08.005 ◽

2008 ◽

Vol 145 (2) ◽

pp. 290-307 ◽

Author(s):

Maciej Ławryńczuk

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Yeast Fermentation ◽

Nonlinear Predictive Control ◽

Biochemical Reactor

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Model Predictive Control of Unknown Nonlinear Dynamical Systems Based on Recurrent Neural Networks

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2011.2169636 ◽

2012 ◽

Vol 59 (8) ◽

pp. 3089-3101 ◽

Author(s):

Yunpeng Pan ◽

Jun Wang

Keyword(s):

Neural Networks ◽

Dynamical Systems ◽

Model Predictive Control ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical

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