A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making
This paper discusses the use of fuzzy logic rule based (FLRB) to improve and enhance maintenance policy decision making. Currently, the decision provided by maintenance engineers is referring to their expert's opinion based on experience. By using a practical and user friendly FLRB method, bett...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2008
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| Subjects: | |
| Online Access: | http://eprints.utm.my/8206/ http://eprints.utm.my/8206/1/MohammadIshakDesa2008_APracticalAndUserFreindlyInterfaceofFuzzy.pdf |
| _version_ | 1848891639319232512 |
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| author | Hasan Basari, Abd. Samad Desa, Mohammad Ishak Herman, Nanna Suryana |
| author_facet | Hasan Basari, Abd. Samad Desa, Mohammad Ishak Herman, Nanna Suryana |
| author_sort | Hasan Basari, Abd. Samad |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | This paper discusses the use of fuzzy logic rule based (FLRB) to improve and enhance maintenance policy decision making. Currently, the decision provided by maintenance engineers is referring to their expert's opinion based on experience. By using a practical and user friendly FLRB method, better opinion could be derived. There are mainly three basic features of FLRB namely fuzzification, FLRB evaluation and defuzzification. The decision making grid (DMG) is an added feature to classify for example the most important machines by their associated grid of maintenance policy. The grid is developed from the low, medium and high range, the prevention action information and the above mentioned three basic features of FLRB. A real world case study at Palm Oil Mill (POM) plant is used to test the practicality and user friendliness of the technique. |
| first_indexed | 2025-11-15T21:01:10Z |
| format | Article |
| id | utm-8206 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T21:01:10Z |
| publishDate | 2008 |
| publisher | Penerbit UTM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-82062017-11-01T04:17:21Z http://eprints.utm.my/8206/ A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making Hasan Basari, Abd. Samad Desa, Mohammad Ishak Herman, Nanna Suryana QA75 Electronic computers. Computer science QA Mathematics This paper discusses the use of fuzzy logic rule based (FLRB) to improve and enhance maintenance policy decision making. Currently, the decision provided by maintenance engineers is referring to their expert's opinion based on experience. By using a practical and user friendly FLRB method, better opinion could be derived. There are mainly three basic features of FLRB namely fuzzification, FLRB evaluation and defuzzification. The decision making grid (DMG) is an added feature to classify for example the most important machines by their associated grid of maintenance policy. The grid is developed from the low, medium and high range, the prevention action information and the above mentioned three basic features of FLRB. A real world case study at Palm Oil Mill (POM) plant is used to test the practicality and user friendliness of the technique. Penerbit UTM Press 2008-12 Article PeerReviewed application/pdf en http://eprints.utm.my/8206/1/MohammadIshakDesa2008_APracticalAndUserFreindlyInterfaceofFuzzy.pdf Hasan Basari, Abd. Samad and Desa, Mohammad Ishak and Herman, Nanna Suryana (2008) A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making. Jurnal Teknologi Maklumat, 20 (4). pp. 124-138. ISSN 0128-3790 |
| spellingShingle | QA75 Electronic computers. Computer science QA Mathematics Hasan Basari, Abd. Samad Desa, Mohammad Ishak Herman, Nanna Suryana A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title | A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title_full | A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title_fullStr | A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title_full_unstemmed | A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title_short | A practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| title_sort | practical and user friendly interface of fuzzy logic rule based system for maintenance policy decision making |
| topic | QA75 Electronic computers. Computer science QA Mathematics |
| url | http://eprints.utm.my/8206/ http://eprints.utm.my/8206/1/MohammadIshakDesa2008_APracticalAndUserFreindlyInterfaceofFuzzy.pdf |