Temporal case-based reasoning for reservoir spillway gate operation recommendation
In the traditional decision making process, in order to solve a problem, every possible solution will be generated and evaluated.The most optimum decision will be selected.However, this approach is unsuitable for urgent decision making, due to the time needed to evaluate all option. This project pr...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2006
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/10603/1/052.pdf |
| _version_ | 1803626077180919808 |
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| author | Mohd Hassin, Mohd Hafiz Md. Norwawi, Norita Ab. Aziz, Azizi |
| author_facet | Mohd Hassin, Mohd Hafiz Md. Norwawi, Norita Ab. Aziz, Azizi |
| author_sort | Mohd Hassin, Mohd Hafiz |
| collection | UUM |
| description | In the traditional decision making process,
in order to solve a problem, every possible solution will be generated and evaluated.The most optimum decision will be selected.However, this approach is unsuitable for urgent decision making, due to the time needed to evaluate all option. This project propose Temporal Case Based Reasoning (TCBR) technique to support dam technician in deciding which reservoir spillway gate will be opened or closed to release excess water in order to maintain a safe water level. Previous hydrological data of Timah Tasoh Dam, State of Perlis, Malaysia were used to develop the gate operation decision support
model, which covers reservoir spillway gate operation activities from year 1998 to 2004. This model was then tested, and yielded up to 89 percent decision accuracy. |
| first_indexed | 2024-07-04T05:44:26Z |
| format | Conference or Workshop Item |
| id | uum-10603 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:44:26Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | uum-106032017-04-30T06:06:08Z https://repo.uum.edu.my/id/eprint/10603/ Temporal case-based reasoning for reservoir spillway gate operation recommendation Mohd Hassin, Mohd Hafiz Md. Norwawi, Norita Ab. Aziz, Azizi QA76 Computer software In the traditional decision making process, in order to solve a problem, every possible solution will be generated and evaluated.The most optimum decision will be selected.However, this approach is unsuitable for urgent decision making, due to the time needed to evaluate all option. This project propose Temporal Case Based Reasoning (TCBR) technique to support dam technician in deciding which reservoir spillway gate will be opened or closed to release excess water in order to maintain a safe water level. Previous hydrological data of Timah Tasoh Dam, State of Perlis, Malaysia were used to develop the gate operation decision support model, which covers reservoir spillway gate operation activities from year 1998 to 2004. This model was then tested, and yielded up to 89 percent decision accuracy. 2006-06-06 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/10603/1/052.pdf Mohd Hassin, Mohd Hafiz and Md. Norwawi, Norita and Ab. Aziz, Azizi (2006) Temporal case-based reasoning for reservoir spillway gate operation recommendation. In: International Conference on Computing & Informatics 2006 (ICOCI '06), 6-8 June 2006, Kuala Lumpur. http://dx.doi.org/10.1109/ICOCI.2006.5276517 doi:10.1109/ICOCI.2006.5276517 doi:10.1109/ICOCI.2006.5276517 |
| spellingShingle | QA76 Computer software Mohd Hassin, Mohd Hafiz Md. Norwawi, Norita Ab. Aziz, Azizi Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title | Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title_full | Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title_fullStr | Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title_full_unstemmed | Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title_short | Temporal case-based reasoning for reservoir spillway gate operation recommendation |
| title_sort | temporal case based reasoning for reservoir spillway gate operation recommendation |
| topic | QA76 Computer software |
| url | https://repo.uum.edu.my/id/eprint/10603/1/052.pdf |
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