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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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/ |
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Malaysia |
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Universiti Teknologi Petronas |
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T Technology (General) |
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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 |
13.251813 |