An Efficient Nonlinear Predictive Control Algorithm with Neural Models and Its Application to a High-Purity Distillation Process

Artificial Intelligence and Soft Computing – ICAISC 2006 - Lecture Notes in Computer Science ◽

10.1007/11785231_9 ◽

2006 ◽

pp. 76-85 ◽

Author(s):

Maciej Ławryńczuk ◽

Piotr Tatjewski

Keyword(s):

Predictive Control ◽

High Purity ◽

Control Algorithm ◽

Distillation Process ◽

Neural Models ◽

Nonlinear Predictive Control

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A Computationally Efficient Nonlinear Predictive Control Algorithm with RBF Neural Models and Its Application

Rough Sets and Intelligent Systems Paradigms - Lecture Notes in Computer Science ◽

10.1007/978-3-540-73451-2_63 ◽

2007 ◽

pp. 603-612 ◽

Author(s):

Maciej Ławryńczuk ◽

Piotr Tatjewski

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Computationally Efficient ◽

Neural Models ◽

Nonlinear Predictive Control

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An Efficient Nonlinear Predictive Control Algorithm with Neural Models Based on Multipoint On-Line Linearisation

EUROCON 2007 - The International Conference on "Computer as a Tool" ◽

10.1109/eurcon.2007.4400364 ◽

2007 ◽

Author(s):

Maciej Lawrynczuk

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Neural Models ◽

Nonlinear Predictive Control ◽

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An iterative nonlinear predictive control algorithm based on linearisation and neural models

2003 European Control Conference (ECC) ◽

10.23919/ecc.2003.7085259 ◽

2003 ◽

Author(s):

Maciej Lawrynczuk ◽

Piotr Tatjewski

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Neural Models ◽

Nonlinear Predictive Control

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On-Line Trajectory-Based Linearisation of Neural Models for a Computationally Efficient Predictive Control Algorithm

Artificial Intelligence and Soft Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-29347-4_15 ◽

2012 ◽

pp. 126-134 ◽

Author(s):

Maciej Ławryńczuk

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Computationally Efficient ◽

Neural Models ◽

On Line ◽

Line Trajectory

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Nonlinear Predictive Control with Neural Models

Neural Networks: Artificial Intelligence and Industrial Applications ◽

10.1007/978-1-4471-3087-1_45 ◽

1995 ◽

pp. 231-234

Author(s):

H. A. B. te Braake ◽

H. B. Verbruggen ◽

H. J. L. van Can

Keyword(s):

Predictive Control ◽

Neural Models ◽

Nonlinear Predictive Control

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An Iterative GPC-like nonlinear predictive control algorithm for the parametric Volterra model

2009 European Control Conference (ECC) ◽

10.23919/ecc.2009.7074928 ◽

2009 ◽

Author(s):

Robert Haber ◽

Ruth Bars ◽

Fakhredin Arousi

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Volterra Model ◽

Nonlinear Predictive Control

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On improving accuracy of computationally efficient nonlinear predictive control based on neural models

Chemical Engineering Science ◽

10.1016/j.ces.2011.07.015 ◽

2011 ◽

Vol 66 (21) ◽

pp. 5253-5267 ◽

Author(s):

Maciej ławryńczuk

Keyword(s):

Predictive Control ◽

Computationally Efficient ◽

Neural Models ◽

Nonlinear Predictive Control ◽

Improving Accuracy

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Towards a practical nonlinear predictive control algorithm with guaranteed stability for large-scale systems

Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207) ◽

10.1109/acc.1998.703091 ◽

1998 ◽

Author(s):

A. Zheng ◽

F. Allgower

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Large Scale ◽

Large Scale Systems ◽

Nonlinear Predictive Control ◽

Guaranteed Stability

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Accuracy and computational efficiency of suboptimal nonlinear predictive control based on neural models

Applied Soft Computing ◽

10.1016/j.asoc.2010.07.021 ◽

2011 ◽

Vol 11 (2) ◽

pp. 2202-2215 ◽

Author(s):

Maciej Ławryńczuk

Keyword(s):

Predictive Control ◽

Computational Efficiency ◽

Neural Models ◽

Nonlinear Predictive Control

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Suboptimal Nonlinear Predictive Control with Structured Neural Models

Lecture Notes in Computer Science - Artificial Neural Networks – ICANN 2007 ◽

10.1007/978-3-540-74695-9_65 ◽

2007 ◽

pp. 630-639 ◽

Author(s):

Maciej Ławryńczuk

Keyword(s):

Predictive Control ◽

Neural Models ◽

Nonlinear Predictive Control

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