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

@article{2965777d6ca5430bb4ebed6b722073ab,

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 - Wong, Y. K.

AU - Rad, A. B.

AU - Van, Li

AU - Mak, Man Wai

PY - 1996/1/1

Y1 - 1996/1/1

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

UR - https://www.scopus.com/pages/publications/77949991437

U2 - 10.1080/1023697X.1996.10667696

DO - 10.1080/1023697X.1996.10667696

M3 - Journal article

SN - 1023-697X

VL - 3

SP - 47

EP - 50

JO - HKIE Transactions Hong Kong Institution of Engineers

JF - HKIE Transactions Hong Kong Institution of Engineers

IS - 1

ER -

A heating process controller by on-line trained neural network

Abstract

Keywords

ASJC Scopus subject areas

More information

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