Browsing Bilgisayar Mühendisliği / Computer Engineering by Subject "Energy & Fuels"

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Day-Ahead Natural Gas Demand Forecasting Using Optimized ABC-Based Neural Network with Sliding Window Technique: The Case Study of Regional Basis in Turkey

Akpınar, Mustafa; Adak, Muhammed Fatih; Yumuşak, Nejat (MDPI, 2017)

The increase of energy consumption in the world is reflected in the consumption of natural gas. However, this increment requires additional investment. This effect leads imbalances in terms of demand forecasting, such as ...
Year Ahead Demand Forecast of City Natural Gas Using Seasonal Time Series Methods

Akpınar, Mustafa; Yumuşak, Nejat (MDPI, 2016)

Consumption of natural gas, a major clean energy source, increases as energy demand increases. We studied specifically the Turkish natural gas market. Turkey's natural gas consumption increased as well in parallel with the ...