Intelligent Decision Support System for Energy Investments
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Date
2013
Journal Title
Journal ISSN
Volume Title
Publisher
Ieee
Open Access Color
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
In this study, Turkey's energy data were examined and decision support system was formed for Turkey. Energy is an important need for the economic development of the country. The energy requirements are increased due to population growth of Turkey. It was decided that this study is done after these requirements and Turkey energy policy were evaluated. 3 topics were discussed for the system. Natural gas, export, and transmission line length are estimated. Artificial neural network is used for energy estimation. In trainings, the energy data of Turkey Electricity Distribution Company are used. The results show that average success is 99%. This decision support system will contribute to Turkey Electricity Distribution Company.
Description
Kaplan, Orhan/0000-0003-0590-7106
ORCID
Keywords
Energy Forecast, Artificial Neural Network(Ann), Natural Gas Estimation, Export Estimation, Tranmission Line Length Estimation
Fields of Science
0211 other engineering and technologies, 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences
Citation
WoS Q
Scopus Q

OpenCitations Citation Count
1
Source
12th International Conference on Machine Learning and Applications (ICMLA) -- DEC 04-07, 2013 -- Miami, FL
Volume
2
Issue
Start Page
224
End Page
231
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Citations
CrossRef : 1
Scopus : 1
Captures
Mendeley Readers : 7
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