A heating process controller by on-line trained neural network

Y. K. Wong; A. B. Rad; Li Van; Man Wai Mak

doi:10.1080/1023697X.1996.10667696

A heating process controller by on-line trained neural network

Y. K. Wong, A. B. Rad, Li Van, Man Wai Mak

The Hong Kong Polytechnic University

Research output: Journal article publication › Journal article › Academic research › peer-review

Abstract

The performance of neural networks on control of a heating plant is investigated in this paper. Back-propagation algorithm is used to train the network and the effect of training parameters to network performance is also studied. The proposed control method is implemented for real-time control on a laboratory scale heater (PT326).

Original language	English
Pages (from-to)	47-50
Number of pages	4
Journal	HKIE Transactions Hong Kong Institution of Engineers
Volume	3
Issue number	1
DOIs	https://doi.org/10.1080/1023697X.1996.10667696
Publication status	Published - 1 Jan 1996

Keywords

Artificial neural networks
Back-propagation algorithm
Real-time control

ASJC Scopus subject areas

General Engineering

More information

10.1080/1023697X.1996.10667696

Cite this

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title = "A heating process controller by on-line trained neural network",

abstract = "The performance of neural networks on control of a heating plant is investigated in this paper. Back-propagation algorithm is used to train the network and the effect of training parameters to network performance is also studied. The proposed control method is implemented for real-time control on a laboratory scale heater (PT326).",

keywords = "Artificial neural networks, Back-propagation algorithm, Real-time control",

author = "Wong, {Y. K.} and Rad, {A. B.} and Li Van and Mak, {Man Wai}",

year = "1996",

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AU - Rad, A. B.

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N2 - The performance of neural networks on control of a heating plant is investigated in this paper. Back-propagation algorithm is used to train the network and the effect of training parameters to network performance is also studied. The proposed control method is implemented for real-time control on a laboratory scale heater (PT326).

AB - The performance of neural networks on control of a heating plant is investigated in this paper. Back-propagation algorithm is used to train the network and the effect of training parameters to network performance is also studied. The proposed control method is implemented for real-time control on a laboratory scale heater (PT326).

KW - Artificial neural networks

KW - Back-propagation algorithm

KW - Real-time control

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DO - 10.1080/1023697X.1996.10667696

M3 - Journal article

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JO - HKIE Transactions Hong Kong Institution of Engineers

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A heating process controller by on-line trained neural network

Abstract

Keywords

ASJC Scopus subject areas

More information

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