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PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT

Control of fatty acid concentration in the oleo-chemicals processing plants is a crucial step in ensuring a high quality product. A major difficulty in implementing Advanced Process Control (APC) systems in oleo-chemical fractionation columns is the difficulty in on-line measurement of the fatty aci...

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Main Authors: H., Zabiri, M. , Ramasamy, P. M. D. M. , Mustaffa
Format: Conference or Workshop Item
Published: 2008
Subjects:
TP Chemical technology
Online Access:http://eprints.utp.edu.my/3750/1/HZabiri_CFE012-O.pdf
http://eprints.utp.edu.my/3750/
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spelling my.utp.eprints.37502017-01-19T08:26:29Z PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT H., Zabiri M. , Ramasamy P. M. D. M. , Mustaffa TP Chemical technology Control of fatty acid concentration in the oleo-chemicals processing plants is a crucial step in ensuring a high quality product. A major difficulty in implementing Advanced Process Control (APC) systems in oleo-chemical fractionation columns is the difficulty in on-line measurement of the fatty acid concentrations. In this paper, Projection to Latent Structure (PLS) approach is used as a possible inferential method to predict the concentration of the different fatty acid fractions in the distillate of a palm-oil fractionating plant. Using real-life industrial data, results show that satisfactory predictions can be achieved using PLS. 2008 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/3750/1/HZabiri_CFE012-O.pdf H., Zabiri and M. , Ramasamy and P. M. D. M. , Mustaffa (2008) PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT. In: RSCE-SOMChE 2008, 2nd to 3rd December 2008, Kuala Lumpur. http://eprints.utp.edu.my/3750/
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 TP Chemical technology
spellingShingle TP Chemical technology
H., Zabiri
M. , Ramasamy
P. M. D. M. , Mustaffa
PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
description Control of fatty acid concentration in the oleo-chemicals processing plants is a crucial step in ensuring a high quality product. A major difficulty in implementing Advanced Process Control (APC) systems in oleo-chemical fractionation columns is the difficulty in on-line measurement of the fatty acid concentrations. In this paper, Projection to Latent Structure (PLS) approach is used as a possible inferential method to predict the concentration of the different fatty acid fractions in the distillate of a palm-oil fractionating plant. Using real-life industrial data, results show that satisfactory predictions can be achieved using PLS.
format Conference or Workshop Item
author H., Zabiri
M. , Ramasamy
P. M. D. M. , Mustaffa
author_facet H., Zabiri
M. , Ramasamy
P. M. D. M. , Mustaffa
author_sort H., Zabiri
title PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
title_short PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
title_full PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
title_fullStr PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
title_full_unstemmed PLS-BASED INFERENTIAL MEASUREMENT OF FATTY ACID CONCENTRATIONS IN PALM OIL FRACTIONATION PLANT
title_sort pls-based inferential measurement of fatty acid concentrations in palm oil fractionation plant
publishDate 2008
url http://eprints.utp.edu.my/3750/1/HZabiri_CFE012-O.pdf
http://eprints.utp.edu.my/3750/
_version_ 1738655290842152960
score 13.211869

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