ENERGY CONSUMPTION MODELING BASED ON GDP: THE CASE OF TURKEY

被引:0
|
作者
Aydin, Gokhan [1 ]
Kaya, Serkan [1 ]
Karakurt, Izzet [1 ]
机构
[1] Karadeniz Tech Univ, Min Engn Dept, Trabzon, Turkey
关键词
Turkey; primary energy consumption; GDP; regression analysis; modeling; forecasting; CO2; EMISSIONS; PROJECTION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this study, regression analysis (RA) is used for modeling of Turkey's primary energy consumption (PEC) based on gross domestic product (GDP). The derived models are validated using some statistical approaches such as the determination coefficient, t-test, F-test, and residual analysis. Three performance measures including mean absolute percentage error (MAPE), root mean square error (RMSE) and mean absolute error (MAE) are also used for the performance assessment of proposed models. Using the proposed models, Turkey' PEC is forecasted for the years 2014-2020. The results show that the proposed model can be affectively used for forecasting of Turkey's PEC. The modeling results show that Turkey's PEC would 154.763 Mtoe in 2020.
引用
收藏
页码:933 / 938
页数:6
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