Modelling of human expert decision making in reservoir operation

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 nee...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Wan Ishak, Wan Hussain, Ku-Mahamud, Ku Ruhana, Md Norwawi, Norita
التنسيق: مقال
اللغة:English
منشور في: Penerbit UTM Press 2015
الموضوعات:
الوصول للمادة أونلاين:http://repo.uum.edu.my/17079/1/Hussain15b.pdf
http://repo.uum.edu.my/17079/
http://dx.doi.org/10.11113/jt.v77.6654
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id my.uum.repo.17079
record_format eprints
spelling my.uum.repo.170792016-04-28T01:24:47Z http://repo.uum.edu.my/17079/ Modelling of human expert decision making in reservoir operation Wan Ishak, Wan Hussain Ku-Mahamud, Ku Ruhana Md Norwawi, Norita QA75 Electronic computers. Computer science 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. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://repo.uum.edu.my/17079/1/Hussain15b.pdf 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 http://dx.doi.org/10.11113/jt.v77.6654
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Wan Ishak, Wan Hussain
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
Modelling of human expert decision making in reservoir operation
description 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.
format Article
author Wan Ishak, Wan Hussain
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
author_facet Wan Ishak, Wan Hussain
Ku-Mahamud, Ku Ruhana
Md Norwawi, Norita
author_sort Wan Ishak, Wan Hussain
title Modelling of human expert decision making in reservoir operation
title_short Modelling of human expert decision making in reservoir operation
title_full Modelling of human expert decision making in reservoir operation
title_fullStr Modelling of human expert decision making in reservoir operation
title_full_unstemmed Modelling of human expert decision making in reservoir operation
title_sort modelling of human expert decision making in reservoir operation
publisher Penerbit UTM Press
publishDate 2015
url http://repo.uum.edu.my/17079/1/Hussain15b.pdf
http://repo.uum.edu.my/17079/
http://dx.doi.org/10.11113/jt.v77.6654
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