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Browsing Bilgisayar Mühendisliği / Computer Engineering by Author

Browsing Bilgisayar Mühendisliği / Computer Engineering by Author "Akpınar, Mustafa"

Now showing items 1-5 of 5

Daily basis mid-term demand forecast of city natural gas using univariate statistical techniques

Akpınar, Mustafa; Yumuşak, Nejat (GAZI UNIV, FAC ENGINEERING ARCHITECTURE, 2020)

City distribution companies or companies with high consumption are required to report monthly consumption demand forecasts for the year ahead and year based daily consumption demand forecasts in natural gas sector. This ...
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 ...
Determination of the Gas Density in Binary Gas Mixtures Using Multivariate Data Analysis

Adak, Muhammed Fatih; Akpınar, Mustafa; Yumuşak, Nejat (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2017)

Some solvents in commercial products may have harmful effects on human health. It is important to determine the percentage of this certain solvent in a product to detect any possible health hazards. In this paper, three ...
Naive forecasting of household natural gas consumption with sliding window approach

Akpınar, Mustafa; Yumuşak, Nejat (TUBITAK SCIENTIFIC & TECHNICAL RESEARCH COUNCIL TURKEY, 2017)

Household consumption has a significant importance for natural gas wholesale companies. These companies make one-day-ahead forecasting daily. However, there are penalties depending on the error of the estimates. These ...
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 ...