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Modelling of human expert decision making in reservoir operation


Wan Ishak, Wan Hussain and Ku-Mahamud, Ku Ruhana and Md Norwawi, Norita (2015) Modelling of human expert decision making in reservoir operation. Jurnal Teknologi, 77 (22). pp. 1-5. ISSN 0127-9696

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Abstract

Reservoir is one of the structural approaches for flood mitigation and water supply.During heavy raining season, reservoir operator has to determine fast and accurate decision in order to maintain both reservoir and downstream river water level. In contrast to less rainfall season, the reservoir needs to impound water for the water supply purposes.This study is aimed to model human expert decision making specifically on reservoir water release decision.Reservoir water release decision is crucial as reservoir serve multi purposes.The reservoir water release decision pattern that comprises of upstream rainfall and current reservoir water level has been form using sliding window technique.The computational intelligence method called artificial neural network was used to model the decision making.

Item Type: Article
Uncontrolled Keywords: Modelling human decision, reservoir operation, computational intelligence, data mining, artificial neural network
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: School of Computing
Depositing User: Mr. Wan Hussain Wan Ishak
Date Deposited: 31 Jan 2016 06:10
Last Modified: 28 Apr 2016 01:24
URI: http://repo.uum.edu.my/id/eprint/17079

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