Optimization of PID controllers for a fluid mixing system using metamodeling approach

Offline optimization of controller parameters for complex non-linear processes can be time consuming, even with high performance computers. This project demonstrates how Metamodeling techniques can be utilized to tune the controller parameters for a non-linear process quickly. The process used in th...

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Main Authors:	Abdullah, S. S., Mohamed Ali, M. S., Mohamad Hasyim, A. W. I.
Format:	Book Section
Published:	Institute of Electrical and Electronics Engineers 2008
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/12703/ http://dx.doi.org/10.1109/ICIEA.2008.4582724
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Institution:	Universiti Teknologi Malaysia

id	my.utm.12703
record_format	eprints
spelling	my.utm.127032011-06-23T13:31:06Z http://eprints.utm.my/id/eprint/12703/ Optimization of PID controllers for a fluid mixing system using metamodeling approach Abdullah, S. S. Mohamed Ali, M. S. Mohamad Hasyim, A. W. I. TK Electrical engineering. Electronics Nuclear engineering Offline optimization of controller parameters for complex non-linear processes can be time consuming, even with high performance computers. This project demonstrates how Metamodeling techniques can be utilized to tune the controller parameters for a non-linear process quickly. The process used in this study is the mixing process which is a multivariable and intrinsically non-linear plant. The Radial Basis Function Neural Network metamodel used was able to give a good approximation to the optimum controller parameters in this case. Institute of Electrical and Electronics Engineers 2008 Book Section PeerReviewed Abdullah, S. S. and Mohamed Ali, M. S. and Mohamad Hasyim, A. W. I. (2008) Optimization of PID controllers for a fluid mixing system using metamodeling approach. In: 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. Institute of Electrical and Electronics Engineers, New York, 1282 -1286. ISBN 978-142441718-6 http://dx.doi.org/10.1109/ICIEA.2008.4582724 doi:10.1109/ICIEA.2008.4582724
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Abdullah, S. S. Mohamed Ali, M. S. Mohamad Hasyim, A. W. I. Optimization of PID controllers for a fluid mixing system using metamodeling approach
description	Offline optimization of controller parameters for complex non-linear processes can be time consuming, even with high performance computers. This project demonstrates how Metamodeling techniques can be utilized to tune the controller parameters for a non-linear process quickly. The process used in this study is the mixing process which is a multivariable and intrinsically non-linear plant. The Radial Basis Function Neural Network metamodel used was able to give a good approximation to the optimum controller parameters in this case.
format	Book Section
author	Abdullah, S. S. Mohamed Ali, M. S. Mohamad Hasyim, A. W. I.
author_facet	Abdullah, S. S. Mohamed Ali, M. S. Mohamad Hasyim, A. W. I.
author_sort	Abdullah, S. S.
title	Optimization of PID controllers for a fluid mixing system using metamodeling approach
title_short	Optimization of PID controllers for a fluid mixing system using metamodeling approach
title_full	Optimization of PID controllers for a fluid mixing system using metamodeling approach
title_fullStr	Optimization of PID controllers for a fluid mixing system using metamodeling approach
title_full_unstemmed	Optimization of PID controllers for a fluid mixing system using metamodeling approach
title_sort	optimization of pid controllers for a fluid mixing system using metamodeling approach
publisher	Institute of Electrical and Electronics Engineers
publishDate	2008
url	http://eprints.utm.my/id/eprint/12703/ http://dx.doi.org/10.1109/ICIEA.2008.4582724
_version_	1643646018030403584

Optimization of PID controllers for a fluid mixing system using metamodeling approach

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