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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

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No
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Average
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Average
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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

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

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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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CrossRef : 1

Scopus : 1

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Mendeley Readers : 7

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