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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MODELLING AND PREDICTIVE CONTROL OF A MULTIVARIABLE PROCESS USING RECURRENT NEURAL NETWORKS

International Journal of Modelling and Simulation ◽

10.2316/journal.205.2008.1.205-4415 ◽

2008 ◽

Vol 28 (1) ◽

Author(s):

N. Sivakumaran ◽

T.K. Radhakrishnan

Keyword(s):

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Multivariable Process

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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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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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Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics Based on Feedforward and Recurrent Neural Networks

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2012.2205582 ◽

2012 ◽

Vol 8 (4) ◽

pp. 746-756 ◽

Author(s):

Zheng Yan ◽

Jun Wang

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Model Predictive Control ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Unmodeled Dynamics

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Nonlinear system identification for predictive control using continuous time recurrent neural networks and automatic differentiation

Journal of Process Control ◽

10.1016/j.jprocont.2007.10.012 ◽

2008 ◽

Vol 18 (6) ◽

pp. 568-581 ◽

Author(s):

R.K. Al Seyab ◽

Y. Cao

Keyword(s):

Neural Networks ◽

System Identification ◽

Nonlinear System ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Continuous Time ◽

Automatic Differentiation ◽

Nonlinear System Identification

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98/04258 Application of recurrent neural networks in batch reactors Part II: Nonlinear inverse and predictive control of the heat transfer fluid temperature

Fuel and Energy Abstracts ◽

10.1016/s0140-6701(98)94253-9 ◽

1998 ◽

Vol 39 (5) ◽

pp. 396

Keyword(s):

Heat Transfer ◽

Neural Networks ◽

Predictive Control ◽

Recurrent Neural Networks ◽

Heat Transfer Fluid ◽

Batch Reactors ◽

Fluid Temperature

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