Modelling of palm oil production using fuzzy expert system

The production of crude palm oil and palm kernel is a complex problem due to the influence of processing variables and environmental factors. These processing variables influence the amount of crude palm oil and palm kernel losses during processing. Instead of mathematical model, fuzzy logic appro...

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Main Authors:	., Lily Amelia, Abdul Wahab, Dzuraidah, Hassan, Azmi
Format:	Article
Language:	English
Published:	Elsevier 2009
Subjects:	T55.4 Industrial engineering.Management engineering. TJ212 Control engineering
Online Access:	http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/1/1-s2.0-S0957417408009019-main.pdf

id	iium-37286
recordtype	eprints
spelling	iium-372862014-07-11T00:37:06Z http://irep.iium.edu.my/37286/ Modelling of palm oil production using fuzzy expert system ., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi T55.4 Industrial engineering.Management engineering. TJ212 Control engineering The production of crude palm oil and palm kernel is a complex problem due to the influence of processing variables and environmental factors. These processing variables influence the amount of crude palm oil and palm kernel losses during processing. Instead of mathematical model, fuzzy logic approach provides a simpler and easier mechanism to describe the relationships between the processing variables and the amount of crude palm oil and palm kernel losses. In this study, four fuzzy expert system models were developed for each palm oil processing station. An approximation of centre of gravity method for defuzzification is also proposed to enable the development of the model using Microsoft�Excel. For comparison purpose, the models were also developed using MATLAB�. Results obtained from the Excel model are found to be very close to the results from MATLAB. Elsevier 2009-07 Article PeerReviewed application/pdf en http://irep.iium.edu.my/37286/1/1-s2.0-S0957417408009019-main.pdf ., Lily Amelia and Abdul Wahab, Dzuraidah and Hassan, Azmi (2009) Modelling of palm oil production using fuzzy expert system. Expert Systems with Application, 36 (5). pp. 8735-8749. ISSN 0957-4174 http://www.sciencedirect.com/science/article/pii/S0957417408009019 10.1016/j.eswa.2008.12.012
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T55.4 Industrial engineering.Management engineering. TJ212 Control engineering
spellingShingle	T55.4 Industrial engineering.Management engineering. TJ212 Control engineering ., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi Modelling of palm oil production using fuzzy expert system
description	The production of crude palm oil and palm kernel is a complex problem due to the influence of processing variables and environmental factors. These processing variables influence the amount of crude palm oil and palm kernel losses during processing. Instead of mathematical model, fuzzy logic approach provides a simpler and easier mechanism to describe the relationships between the processing variables and the amount of crude palm oil and palm kernel losses. In this study, four fuzzy expert system models were developed for each palm oil processing station. An approximation of centre of gravity method for defuzzification is also proposed to enable the development of the model using Microsoft�Excel. For comparison purpose, the models were also developed using MATLAB�. Results obtained from the Excel model are found to be very close to the results from MATLAB.
format	Article
author	., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi
author_facet	., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi
author_sort	., Lily Amelia
title	Modelling of palm oil production using fuzzy expert system
title_short	Modelling of palm oil production using fuzzy expert system
title_full	Modelling of palm oil production using fuzzy expert system
title_fullStr	Modelling of palm oil production using fuzzy expert system
title_full_unstemmed	Modelling of palm oil production using fuzzy expert system
title_sort	modelling of palm oil production using fuzzy expert system
publisher	Elsevier
publishDate	2009
url	http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/1/1-s2.0-S0957417408009019-main.pdf
first_indexed	2023-09-18T20:53:29Z
last_indexed	2023-09-18T20:53:29Z
_version_	1777410149485379584

Modelling of palm oil production using fuzzy expert system

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