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Neural network inferential estimator for product composition of a fatty acid distillation column

This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulat...

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Main Authors: Ahmad, Arshad, Wong, Teck Siang
Format: Article
Language:English
Published: Faculty of Chemical and Natural Resources Engineering, UTM 2001
Subjects:
T Technology (General)
Online Access:http://eprints.utm.my/id/eprint/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf
http://eprints.utm.my/id/eprint/5033/
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spelling my.utm.50332010-06-01T03:22:54Z http://eprints.utm.my/id/eprint/5033/ Neural network inferential estimator for product composition of a fatty acid distillation column Ahmad, Arshad Wong, Teck Siang T Technology (General) This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulation model was proved to be realistic test-bed representing an industrial process since a sufficiently accurate plant/model match was obtained. Using data generated from the simulator, a fatty acid composition estimator was developed using artificial neural networks (ANN). Good estimation of composition was demonstrated. Faculty of Chemical and Natural Resources Engineering, UTM 2001 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf Ahmad, Arshad and Wong, Teck Siang (2001) Neural network inferential estimator for product composition of a fatty acid distillation column. Proceedings of The 15th Symposium of Malaysian Chemical Engineers SOMChE 2001 . pp. 191-196.
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/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Ahmad, Arshad
Wong, Teck Siang
Neural network inferential estimator for product composition of a fatty acid distillation column
description This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulation model was proved to be realistic test-bed representing an industrial process since a sufficiently accurate plant/model match was obtained. Using data generated from the simulator, a fatty acid composition estimator was developed using artificial neural networks (ANN). Good estimation of composition was demonstrated.
format Article
author Ahmad, Arshad
Wong, Teck Siang
author_facet Ahmad, Arshad
Wong, Teck Siang
author_sort Ahmad, Arshad
title Neural network inferential estimator for product composition of a fatty acid distillation column
title_short Neural network inferential estimator for product composition of a fatty acid distillation column
title_full Neural network inferential estimator for product composition of a fatty acid distillation column
title_fullStr Neural network inferential estimator for product composition of a fatty acid distillation column
title_full_unstemmed Neural network inferential estimator for product composition of a fatty acid distillation column
title_sort neural network inferential estimator for product composition of a fatty acid distillation column
publisher Faculty of Chemical and Natural Resources Engineering, UTM
publishDate 2001
url http://eprints.utm.my/id/eprint/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf
http://eprints.utm.my/id/eprint/5033/
_version_ 1643644217982976000
score 13.211869

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