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Multi-step ahead predictions of Integrated OBF-NN models

In this paper the multi-step ahead prediction of the recently developed integrated OBF-NN models is studied and applied to the nonlinear Van de Vusse reactor. Results show comparable multi-step ahead predictions of the method in comparison to conventional MLP NN.

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Main Authors: Zabiri, Haslinda, Ramasamy , Marappagounder, Lemma D, Tufa, Maulud, Abdulhalim
Format: Conference or Workshop Item
Published: 2012
Subjects:
T Technology (General)
Online Access:http://eprints.utp.edu.my/8862/1/ICPEAM%202012%20Paper%203.pdf
http://eprints.utp.edu.my/8862/
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id my.utp.eprints.8862
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spelling my.utp.eprints.88622013-01-31T23:53:21Z Multi-step ahead predictions of Integrated OBF-NN models Zabiri, Haslinda Ramasamy , Marappagounder Lemma D, Tufa Maulud, Abdulhalim T Technology (General) In this paper the multi-step ahead prediction of the recently developed integrated OBF-NN models is studied and applied to the nonlinear Van de Vusse reactor. Results show comparable multi-step ahead predictions of the method in comparison to conventional MLP NN. 2012-06 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/8862/1/ICPEAM%202012%20Paper%203.pdf Zabiri, Haslinda and Ramasamy , Marappagounder and Lemma D, Tufa and Maulud, Abdulhalim (2012) Multi-step ahead predictions of Integrated OBF-NN models. In: ICPEAM2012, 12-14 June 2012, KLCC. http://eprints.utp.edu.my/8862/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic T Technology (General)
spellingShingle T Technology (General)
Zabiri, Haslinda
Ramasamy , Marappagounder
Lemma D, Tufa
Maulud, Abdulhalim
Multi-step ahead predictions of Integrated OBF-NN models
description In this paper the multi-step ahead prediction of the recently developed integrated OBF-NN models is studied and applied to the nonlinear Van de Vusse reactor. Results show comparable multi-step ahead predictions of the method in comparison to conventional MLP NN.
format Conference or Workshop Item
author Zabiri, Haslinda
Ramasamy , Marappagounder
Lemma D, Tufa
Maulud, Abdulhalim
author_facet Zabiri, Haslinda
Ramasamy , Marappagounder
Lemma D, Tufa
Maulud, Abdulhalim
author_sort Zabiri, Haslinda
title Multi-step ahead predictions of Integrated OBF-NN models
title_short Multi-step ahead predictions of Integrated OBF-NN models
title_full Multi-step ahead predictions of Integrated OBF-NN models
title_fullStr Multi-step ahead predictions of Integrated OBF-NN models
title_full_unstemmed Multi-step ahead predictions of Integrated OBF-NN models
title_sort multi-step ahead predictions of integrated obf-nn models
publishDate 2012
url http://eprints.utp.edu.my/8862/1/ICPEAM%202012%20Paper%203.pdf
http://eprints.utp.edu.my/8862/
_version_ 1738655689152135168
score 13.211869

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