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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2009
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/37286/ http://irep.iium.edu.my/37286/1/1-s2.0-S0957417408009019-main.pdf |
| _version_ | 1848781384771960832 |
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| author | ., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi |
| author_facet | ., Lily Amelia Abdul Wahab, Dzuraidah Hassan, Azmi |
| author_sort | ., Lily Amelia |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:48:43Z |
| format | Article |
| id | iium-37286 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:48:43Z |
| publishDate | 2009 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| 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 |
| title | 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_short | Modelling of palm oil production using fuzzy expert system |
| title_sort | modelling of palm oil production using fuzzy expert system |
| topic | T55.4 Industrial engineering.Management engineering. TJ212 Control engineering |
| 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 |