Fuzzy logic model for flood warning expert system integrating multi-agent and ontology
An expert system is vital in flood warning to determine the decision making output in order for a proper control of the input consisting of river level and rainfall. The river level and rainfall input is naturally stochastic, uncertain and unpredictable. Therefore, a fuzzy logic model of the flood w...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Medwell Journals
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/61928/ http://psasir.upm.edu.my/id/eprint/61928/1/Fuzzy%20logic%20model%20for%20flood%20warning%20expert%20system%20integrating%20multi-agent%20and%20ontology.pdf |
| _version_ | 1848854519327227904 |
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| author | Mohd Aris, Teh Noranis Zolkepli, Maslina Che Pa, Noraini Hamdan, Hazlina Nazeer, Shahrin Azuan |
| author_facet | Mohd Aris, Teh Noranis Zolkepli, Maslina Che Pa, Noraini Hamdan, Hazlina Nazeer, Shahrin Azuan |
| author_sort | Mohd Aris, Teh Noranis |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | An expert system is vital in flood warning to determine the decision making output in order for a proper control of the input consisting of river level and rainfall. The river level and rainfall input is naturally stochastic, uncertain and unpredictable. Therefore, a fuzzy logic model of the flood warning expert system has been designed for user to obtain information about flood. This fuzzy model integrates multi-agent and ontology and expected to handle both uncertainty and accuracy issues whereas previous researches focus on handling either uncertainty or accuracy issues only. Simulation of outcome based on river level and rainfall is presented in this study. |
| first_indexed | 2025-11-15T11:11:09Z |
| format | Article |
| id | upm-61928 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:11:09Z |
| publishDate | 2017 |
| publisher | Medwell Journals |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-619282019-02-27T08:37:40Z http://psasir.upm.edu.my/id/eprint/61928/ Fuzzy logic model for flood warning expert system integrating multi-agent and ontology Mohd Aris, Teh Noranis Zolkepli, Maslina Che Pa, Noraini Hamdan, Hazlina Nazeer, Shahrin Azuan An expert system is vital in flood warning to determine the decision making output in order for a proper control of the input consisting of river level and rainfall. The river level and rainfall input is naturally stochastic, uncertain and unpredictable. Therefore, a fuzzy logic model of the flood warning expert system has been designed for user to obtain information about flood. This fuzzy model integrates multi-agent and ontology and expected to handle both uncertainty and accuracy issues whereas previous researches focus on handling either uncertainty or accuracy issues only. Simulation of outcome based on river level and rainfall is presented in this study. Medwell Journals 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/61928/1/Fuzzy%20logic%20model%20for%20flood%20warning%20expert%20system%20integrating%20multi-agent%20and%20ontology.pdf Mohd Aris, Teh Noranis and Zolkepli, Maslina and Che Pa, Noraini and Hamdan, Hazlina and Nazeer, Shahrin Azuan (2017) Fuzzy logic model for flood warning expert system integrating multi-agent and ontology. Journal of Engineering and Applied Sciences, 12 (12). 3124 - 3129. ISSN 1816-949X; ESSN: 1818-7803 http://www.medwelljournals.com/abstract/?doi=jeasci.2017.3124.3129 10.3923/jeasci.2017.3124.3129 |
| spellingShingle | Mohd Aris, Teh Noranis Zolkepli, Maslina Che Pa, Noraini Hamdan, Hazlina Nazeer, Shahrin Azuan Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title | Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title_full | Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title_fullStr | Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title_full_unstemmed | Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title_short | Fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| title_sort | fuzzy logic model for flood warning expert system integrating multi-agent and ontology |
| url | http://psasir.upm.edu.my/id/eprint/61928/ http://psasir.upm.edu.my/id/eprint/61928/ http://psasir.upm.edu.my/id/eprint/61928/ http://psasir.upm.edu.my/id/eprint/61928/1/Fuzzy%20logic%20model%20for%20flood%20warning%20expert%20system%20integrating%20multi-agent%20and%20ontology.pdf |