Experimental study: Neural network based model predictive control of a distributed parameter system

2016 12th IEEE International Conference on Control and Automation (ICCA) ◽

10.1109/icca.2016.7505331 ◽

2016 ◽

Author(s):

Jay N. Sompura ◽

Jaivik K. Mankad ◽

Nitin U. Padhiyar

Keyword(s):

Neural Network ◽

Experimental Study ◽

Model Predictive Control ◽

Predictive Control ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System

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Tube-based Robust Model Predictive Control for a Distributed Parameter System Modeled as a Polytopic LPV

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147478 ◽

2020 ◽

Author(s):

Jawad Ismail ◽

Steven Liu

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Robust Model Predictive Control ◽

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Nonlinear Model Predictive Control of a Distributed Parameter System with Time-Varying Soft Constraints

2019 18th European Control Conference (ECC) ◽

10.23919/ecc.2019.8795610 ◽

2019 ◽

Author(s):

Jawad Ismail ◽

Steven Liu

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Distributed Parameter ◽

Soft Constraints ◽

Time Varying ◽

Distributed Parameter System ◽

Parameter System

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An Observer-based Model Predictive Control Strategy for Distributed Parameter System∗∗Financial support is acknowledged from the National Nature Science Foundation of China No. 61203059, 61203158 and No. 61374140, the Fundamental Research Funds for Central Universities No.22A201514048 and No.22A201514047

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.09.081 ◽

2015 ◽

Vol 48 (8) ◽

pp. 883-887 ◽

Author(s):

Meng Ling Wang ◽

Hongbo Shi ◽

Wen Yang

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Control Strategy ◽

Financial Support ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Fundamental Research

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Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System

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

10.1007/978-3-642-29347-4_1 ◽

2012 ◽

pp. 3-11 ◽

Author(s):

Krzysztof Bartecki

Keyword(s):

Neural Network ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System

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An adaptive neural network prediction for nonlinear parabolic distributed parameter system based on block-wise moving window technique

Neurocomputing ◽

10.1016/j.neucom.2013.11.030 ◽

2014 ◽

Vol 133 ◽

pp. 67-73 ◽

Author(s):

Mengling Wang ◽

Hongbo Shi

Keyword(s):

Neural Network ◽

Distributed Parameter ◽

Moving Window ◽

Distributed Parameter System ◽

Parameter System ◽

Adaptive Neural Network ◽

Nonlinear Parabolic ◽

Window Technique ◽

Neural Network Prediction ◽

Network Prediction

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Model Predictive Control of Nonlinear Distributed Parameter Systems Using Spatial Neural-Network Architectures

Industrial & Engineering Chemistry Research ◽

10.1021/ie800474m ◽

2008 ◽

Vol 47 (19) ◽

pp. 7264-7273 ◽

Author(s):

Wei Wu ◽

San-Yin Ding

Keyword(s):

Neural Network ◽

Model Predictive Control ◽

Predictive Control ◽

Distributed Parameter Systems ◽

Distributed Parameter ◽

Network Architectures ◽

Neural Network Architectures

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Spatiotemporal prediction for nonlinear parabolic distributed parameter system using an artificial neural network trained by group search optimization

Neurocomputing ◽

10.1016/j.neucom.2013.01.037 ◽

2013 ◽

Vol 113 ◽

pp. 234-240 ◽

Author(s):

Mengling Wang ◽

Xingdi Yan ◽

Hongbo Shi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Search Optimization ◽

Nonlinear Parabolic ◽

Artificial Neural ◽

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Hybrid neural network predictor for distributed parameter system based on nonlinear dimension reduction

Neurocomputing ◽

10.1016/j.neucom.2015.08.005 ◽

2016 ◽

Vol 171 ◽

pp. 1591-1597 ◽

Author(s):

Mengling Wang ◽

Chenkun Qi ◽

Huaicheng Yan ◽

Hongbo Shi

Keyword(s):

Neural Network ◽

Dimension Reduction ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Hybrid Neural Network ◽

Nonlinear Dimension Reduction ◽

Nonlinear Dimension

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Predictive control of state square nonlinear distributed parameter system based on wavelets transformation

Proceeding of the 11th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2014.7053373 ◽

2014 ◽

Author(s):

Douzhang Ding ◽

Xingsheng Gu

Keyword(s):

Predictive Control ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Nonlinear Distributed Parameter System

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Robust control of temperature fields of casting mould as distributed parameter system

2009 European Control Conference (ECC) ◽

10.23919/ecc.2009.7074514 ◽

2009 ◽

Author(s):

C. Belavy ◽

P. Bucek ◽

P. Noga ◽

G. Hulko

Keyword(s):

Robust Control ◽

Temperature Fields ◽

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System

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