Forecasting of Electricity Generation Shares by Fossil Fuels Using Artificial Neural Network and Regression Analysis in Turkey
Journal Title: International Scientific and Vocational Studies Journal - Year 2018, Vol 2, Issue 2
Abstract
This study is conducted to get predictions for the generation of electricity by annual production shares and decide the most suitable method for future periods. Between 2010-2017 in Turkey, the relation of generation shares of coal, natural gas, liquid fuels with the greenhouse gas is examined with the artificial neural network and the regression analysis. The input “greenhouse gas” to explain the effect in the using the energy sources for the electricity generation is searched. Artificial neural network (ANN) and regression analysis methods are used in the study. As a result, ANN gives better results than the regression analysis.
Authors and Affiliations
Elifcan Göçmen, Onur Derse
Keywords
Related Articles
- EP ID EP35728
- DOI -
- Views 338
- Downloads 0
Elastic Analysis of an Hollow Cylinder Made from Functionally Graded Material Exposed to Internal Pressure
This study relates to the determination of radial and tangential stresses and radial displacements in a hollow cylinder made of functional graded material (FGM) subject to internal pressure both analytically and using A...
Removal of Major Impurties (Ca-Mg) of Brine with Chemical Treatment Process in the Salt Sector
The operation of salt minerals dates back hundreds of years. Salt is produced from salt rich sources through salts today. The salt (brine) obtained from existing salt sources is not in the desired purity. For this purpos...
Fabrication of Glazed Porcelain Using Glass Industry by Product Sodium Feldspar
Sodium feldspar (Na2O.Al2O3.6SiO2) (SF) is one of the most important melting materials used in glass fabrication due to its low iron ratios. On the other hand, SF mineral used by glass industry is subjected to classifica...
Strategies That Transform the Retail
The objective of the present investigation is to analyze the strategies that the companies implement and the changes that originate in the retail trade and the retail trade and in the commercial establishments in the dev...
Optimization of Polyethylene Inserts Design Geometry of Total Knee Prosthesis
Knee prostheses are produced from biomaterials which are compatible with human body as a result of damage of cartilage tissue due to various health problems. These prostheses consist of polyethylene parts between the Tib...