Neural network modelling of a polymerisation reactor

G. Lightbody; G. W. Irwin; A. Taylor; K. Kelly; J. McCormick

doi:10.1049/cp:19940138

Neural network modelling of a polymerisation reactor

G. Lightbody
, G. W. Irwin
, A. Taylor
, K. Kelly
, J. McCormick

Queen's University Belfast

Research output: Contribution to journal › Article › peer-review

Abstract

The general aim in this work to eventually develop a nonlinear predictive control scheme for a polymerisation reactor, based on a nonlinear neural predictive model of the plant. As a first step, this paper introduces the polymerisation reactor, describes a nonlinear predictor that acts as a Smith Predictor to remove a measurement delay and finally discusses the development of a platform to allow for the on-line implementation of neural network based predictive controllers.

Original language	English
Pages (from-to)	237-242
Number of pages	6
Journal	IEE Conference Publication
Volume	1
Issue number	389
DOIs	https://doi.org/10.1049/cp:19940138
Publication status	Published - 1994
Externally published	Yes
Event	Proceedings of the International Conference on CONTROL '94. Part 1 (of 2) - Coventry, UK Duration: 21 Mar 1994 → 24 Mar 1994

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10.1049/cp:19940138

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title = "Neural network modelling of a polymerisation reactor",

abstract = "The general aim in this work to eventually develop a nonlinear predictive control scheme for a polymerisation reactor, based on a nonlinear neural predictive model of the plant. As a first step, this paper introduces the polymerisation reactor, describes a nonlinear predictor that acts as a Smith Predictor to remove a measurement delay and finally discusses the development of a platform to allow for the on-line implementation of neural network based predictive controllers.",

author = "G. Lightbody and Irwin, \{G. W.\} and A. Taylor and K. Kelly and J. McCormick",

year = "1994",

doi = "10.1049/cp:19940138",

language = "English",

volume = "1",

pages = "237--242",

journal = "IEE Conference Publication",

issn = "0537-9989",

publisher = "Institution of Engineering and Technology",

number = "389",

note = "Proceedings of the International Conference on CONTROL '94. Part 1 (of 2) ; Conference date: 21-03-1994 Through 24-03-1994",

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AU - Lightbody, G.

AU - Irwin, G. W.

AU - Taylor, A.

AU - Kelly, K.

AU - McCormick, J.

PY - 1994

Y1 - 1994

N2 - The general aim in this work to eventually develop a nonlinear predictive control scheme for a polymerisation reactor, based on a nonlinear neural predictive model of the plant. As a first step, this paper introduces the polymerisation reactor, describes a nonlinear predictor that acts as a Smith Predictor to remove a measurement delay and finally discusses the development of a platform to allow for the on-line implementation of neural network based predictive controllers.

AB - The general aim in this work to eventually develop a nonlinear predictive control scheme for a polymerisation reactor, based on a nonlinear neural predictive model of the plant. As a first step, this paper introduces the polymerisation reactor, describes a nonlinear predictor that acts as a Smith Predictor to remove a measurement delay and finally discusses the development of a platform to allow for the on-line implementation of neural network based predictive controllers.

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U2 - 10.1049/cp:19940138

DO - 10.1049/cp:19940138

M3 - Article

AN - SCOPUS:0027928308

SN - 0537-9989

VL - 1

SP - 237

EP - 242

JO - IEE Conference Publication

JF - IEE Conference Publication

IS - 389

T2 - Proceedings of the International Conference on CONTROL '94. Part 1 (of 2)

Y2 - 21 March 1994 through 24 March 1994

ER -

Neural network modelling of a polymerisation reactor

Abstract

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