Main steam temperature modeling based on levenberg-marquardt learning algorithm

Main steam temperature is one of the most important parameters in coal fired power plant. Main steam temperature is often describe as non-linear and large inertia with long dead time parameters. This paper present main steam temperature modeling method using neural network with Levenberg-Marquardt l...

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Main Authors:	Mazalan, N. A., Malek, A. A., Wahid, M. A., Mailah, M., Saat, A., Sies, M. M.
Format:	Conference or Workshop Item
Published:	2013
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://eprints.utm.my/id/eprint/51154/ http://dx.doi.org/10.4028/www.scientific.net/AMM.388.307
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Institution:	Universiti Teknologi Malaysia

id	my.utm.51154
record_format	eprints
spelling	my.utm.511542017-09-17T08:00:33Z http://eprints.utm.my/id/eprint/51154/ Main steam temperature modeling based on levenberg-marquardt learning algorithm Mazalan, N. A. Malek, A. A. Wahid, M. A. Mailah, M. Saat, A. Sies, M. M. TJ Mechanical engineering and machinery Main steam temperature is one of the most important parameters in coal fired power plant. Main steam temperature is often describe as non-linear and large inertia with long dead time parameters. This paper present main steam temperature modeling method using neural network with Levenberg-Marquardt learning algorithm. The result of the simulation showed that the main steam temperature modeling based on neural network with Levenberg-Marqurdt learning algorithm is able to replicate closely the actual plant behavior. Generator output, main steam flow, main steam pressure and total spraywater flow are proven to be the main parameters affected the behavior of main steam temperature in coal fired power plant. 2013 Conference or Workshop Item PeerReviewed Mazalan, N. A. and Malek, A. A. and Wahid, M. A. and Mailah, M. and Saat, A. and Sies, M. M. (2013) Main steam temperature modeling based on levenberg-marquardt learning algorithm. In: Applied Mechanics And Materials. http://dx.doi.org/10.4028/www.scientific.net/AMM.388.307
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	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Mazalan, N. A. Malek, A. A. Wahid, M. A. Mailah, M. Saat, A. Sies, M. M. Main steam temperature modeling based on levenberg-marquardt learning algorithm
description	Main steam temperature is one of the most important parameters in coal fired power plant. Main steam temperature is often describe as non-linear and large inertia with long dead time parameters. This paper present main steam temperature modeling method using neural network with Levenberg-Marquardt learning algorithm. The result of the simulation showed that the main steam temperature modeling based on neural network with Levenberg-Marqurdt learning algorithm is able to replicate closely the actual plant behavior. Generator output, main steam flow, main steam pressure and total spraywater flow are proven to be the main parameters affected the behavior of main steam temperature in coal fired power plant.
format	Conference or Workshop Item
author	Mazalan, N. A. Malek, A. A. Wahid, M. A. Mailah, M. Saat, A. Sies, M. M.
author_facet	Mazalan, N. A. Malek, A. A. Wahid, M. A. Mailah, M. Saat, A. Sies, M. M.
author_sort	Mazalan, N. A.
title	Main steam temperature modeling based on levenberg-marquardt learning algorithm
title_short	Main steam temperature modeling based on levenberg-marquardt learning algorithm
title_full	Main steam temperature modeling based on levenberg-marquardt learning algorithm
title_fullStr	Main steam temperature modeling based on levenberg-marquardt learning algorithm
title_full_unstemmed	Main steam temperature modeling based on levenberg-marquardt learning algorithm
title_sort	main steam temperature modeling based on levenberg-marquardt learning algorithm
publishDate	2013
url	http://eprints.utm.my/id/eprint/51154/ http://dx.doi.org/10.4028/www.scientific.net/AMM.388.307
_version_	1643652955697577984

Main steam temperature modeling based on levenberg-marquardt learning algorithm

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