Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines.
The correct estimation of the water level in a reservoir is crucial to optimizing the management of water resources. In this study, Artificial Neural Network (ANN) and Support Vector Machines (SVM) methods were used to estimate the level change of the dam reservoir. Keban Dam located in the Eastern...
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doaj-c12621e4dab14cbc91b8087f6c936b7f2020-11-24T21:53:34ZengCluj University PressAerul şi Apa: Componente ale Mediului2067-743X2019-03-01201919720510.24193/AWC2019_20Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines.Mustafa DEMIRCI0Yunus Ziya KAYA1Iskenderun Technical University, Eng. Faculty, Civil Eng Department, TURKEYOsmaniye Korkut Ata University, Eng. Faculty, Civil Eng Department, TURKEY The correct estimation of the water level in a reservoir is crucial to optimizing the management of water resources. In this study, Artificial Neural Network (ANN) and Support Vector Machines (SVM) methods were used to estimate the level change of the dam reservoir. Keban Dam located in the Eastern Anatolia region of Turkey was selected as the application area and 731 daily observed data was used.http://aerapa.conference.ubbcluj.ro/2019/PDF/20_DEMIRCI%20and%20KAYA%20197-205.pdfDam Reservoir LevelEstimationArtificial Neural NetworkSupport Vector Machines |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mustafa DEMIRCI Yunus Ziya KAYA |
spellingShingle |
Mustafa DEMIRCI Yunus Ziya KAYA Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. Aerul şi Apa: Componente ale Mediului Dam Reservoir Level Estimation Artificial Neural Network Support Vector Machines |
author_facet |
Mustafa DEMIRCI Yunus Ziya KAYA |
author_sort |
Mustafa DEMIRCI |
title |
Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. |
title_short |
Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. |
title_full |
Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. |
title_fullStr |
Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. |
title_full_unstemmed |
Estimation of Keban Dam Reservoir Level in Turkey Using Artificial Neural Network and Support Vector Machines. |
title_sort |
estimation of keban dam reservoir level in turkey using artificial neural network and support vector machines. |
publisher |
Cluj University Press |
series |
Aerul şi Apa: Componente ale Mediului |
issn |
2067-743X |
publishDate |
2019-03-01 |
description |
The correct estimation of the water level in a reservoir is crucial to optimizing the management of water resources. In this study, Artificial Neural Network (ANN) and Support Vector Machines (SVM) methods were used to estimate the level change of the dam reservoir. Keban Dam located in the Eastern Anatolia region of Turkey was selected as the application area and 731 daily observed data was used. |
topic |
Dam Reservoir Level Estimation Artificial Neural Network Support Vector Machines |
url |
http://aerapa.conference.ubbcluj.ro/2019/PDF/20_DEMIRCI%20and%20KAYA%20197-205.pdf |
work_keys_str_mv |
AT mustafademirci estimationofkebandamreservoirlevelinturkeyusingartificialneuralnetworkandsupportvectormachines AT yunusziyakaya estimationofkebandamreservoirlevelinturkeyusingartificialneuralnetworkandsupportvectormachines |
_version_ |
1725871347551174656 |