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Bilgisayar Mühendisliği Bölümü Yayın Koleksiyonu

Permanent URI for this collectionhttps://hdl.handle.net/20.500.12416/253

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Browsing Bilgisayar Mühendisliği Bölümü Yayın Koleksiyonu by Journal "2013 12th International Conference On Machine Learning and Applications (Icmla 2013)"

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    Intelligent Decision Support System for Energy Investments
    (IEEE, 2013) Yavanoğlu, Uraz; Kaplan, Orhan; Tanış, Gizem; Atlı, Hacer; Milletsever, Özlem; İnal, Uğur
    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.