Unloading arm movement modeling using neural networks for a rotary hearth furnace

Unloading arm movement modeling using neural networks for a rotary hearth furnace

Neural networks are being applied in many fields of engineering having nowadays a wide range of application. Neural networks are very useful for modeling dynamic processes for which the mathematical modeling is hard to obtain, or for processes that can’t be modeled using mathematical equations. This...

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Bibliographic Details
Main Authors: Iulia Inoan, Dan C. Dumitrache, Mihail Abrudean
Format: Article
Language:English
Published: Editura Universităţii "Petru Maior" 2011-12-01
Series:Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș
Subjects:
Rotary hearth furnace
unloading machine
neural network
back propagation algorithm
parallel structure
Online Access:http://scientificbulletin.upm.ro/papers/2011/12/Inoan-Iulia-Dumitrache-Dan-Abrudean-Mihail-Unloading-arm-movement-modeling-using-neural-networks-for-a-rotary-hearth-furnace1.pdf
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spelling doaj-5485ad39794c45ddb0b70fafe8aecdc82020-11-24T21:18:21ZengEditura Universităţii "Petru Maior"Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș1841-92672285-438X2011-12-018 (XXV)24448Unloading arm movement modeling using neural networks for a rotary hearth furnaceIulia InoanDan C. DumitracheMihail AbrudeanNeural networks are being applied in many fields of engineering having nowadays a wide range of application. Neural networks are very useful for modeling dynamic processes for which the mathematical modeling is hard to obtain, or for processes that can’t be modeled using mathematical equations. This paper describes the modeling process for the unloading arm movement from a rotary hearth furnace using neural networks with back propagation algorithm. In this case the designed network was trained using the simulation results from a previous calculated mathematical model.http://scientificbulletin.upm.ro/papers/2011/12/Inoan-Iulia-Dumitrache-Dan-Abrudean-Mihail-Unloading-arm-movement-modeling-using-neural-networks-for-a-rotary-hearth-furnace1.pdfRotary hearth furnaceunloading machineneural networkback propagation algorithmparallel structure
collection DOAJ
language English
format Article
sources DOAJ
author Iulia Inoan
Dan C. Dumitrache
Mihail Abrudean
spellingShingle Iulia Inoan
Dan C. Dumitrache
Mihail Abrudean
Unloading arm movement modeling using neural networks for a rotary hearth furnace
Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș
Rotary hearth furnace
unloading machine
neural network
back propagation algorithm
parallel structure
author_facet Iulia Inoan
Dan C. Dumitrache
Mihail Abrudean
author_sort Iulia Inoan
title Unloading arm movement modeling using neural networks for a rotary hearth furnace
title_short Unloading arm movement modeling using neural networks for a rotary hearth furnace
title_full Unloading arm movement modeling using neural networks for a rotary hearth furnace
title_fullStr Unloading arm movement modeling using neural networks for a rotary hearth furnace
title_full_unstemmed Unloading arm movement modeling using neural networks for a rotary hearth furnace
title_sort unloading arm movement modeling using neural networks for a rotary hearth furnace
publisher Editura Universităţii "Petru Maior"
series Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș
issn 1841-9267
2285-438X
publishDate 2011-12-01
description Neural networks are being applied in many fields of engineering having nowadays a wide range of application. Neural networks are very useful for modeling dynamic processes for which the mathematical modeling is hard to obtain, or for processes that can’t be modeled using mathematical equations. This paper describes the modeling process for the unloading arm movement from a rotary hearth furnace using neural networks with back propagation algorithm. In this case the designed network was trained using the simulation results from a previous calculated mathematical model.
topic Rotary hearth furnace
unloading machine
neural network
back propagation algorithm
parallel structure
url http://scientificbulletin.upm.ro/papers/2011/12/Inoan-Iulia-Dumitrache-Dan-Abrudean-Mihail-Unloading-arm-movement-modeling-using-neural-networks-for-a-rotary-hearth-furnace1.pdf
work_keys_str_mv AT iuliainoan unloadingarmmovementmodelingusingneuralnetworksforarotaryhearthfurnace
AT dancdumitrache unloadingarmmovementmodelingusingneuralnetworksforarotaryhearthfurnace
AT mihailabrudean unloadingarmmovementmodelingusingneuralnetworksforarotaryhearthfurnace
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