The Application of Trend Analysis for Coal Demand Modeling

被引:99
|
作者
Aydin, G. [1 ]
机构
[1] Karadeniz Tech Univ, Dept Min Engn, TR-61080 Trabzon, Turkey
关键词
modeling; coal demand; forecasting; ENERGY-CONSUMPTION; MITIGATION; EMISSIONS; TURKEY;
D O I
10.1080/15567249.2013.813611
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 the current modeling, trend analysis is used to model coal consumption (CC) and forecast the future coal demand. For modeling, trends in the CC of the world and the major coal consuming countries during 1965-2010 are identified. According to the trend observed, the appropriate regression analysis is employed to catch the best model concerning the relations between the CC and the years. The developed models are tested by t-distribution, F-distribution and residual analysis. Statistically significant trends are determined for the United States, India, Japan, South Africa, South Korea, Australia, Taiwan, Turkey, Thailand, and the world. The results show that the proposed models can be used for the forecasting of future coal demand. It is also concluded that differences between forecasted CC by proposed models and forecasted CC by British Petroleum and International Energy Agency are also in the acceptable range.
引用
收藏
页码:183 / 191
页数:9
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