Modeling of Coal Consumption in Turkey: An Application of Trend Analysis


Aydin G. , Kaya S., Karakurt I.

24th INTERNATIONAL MINING CONGRESS OF TURKEY, Antalya, Türkiye, 14 - 17 Nisan 2015, ss.83-87 identifier identifier

  • Cilt numarası:
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.83-87

Özet

In the current modeling, trend analysis is used to model coal consumption (CC) and forecast the future coal demand in Turkey. The data is divided into two groups as the data for training the model (during the period 1970-2005) and the data for testing the model (during the period 2006-2013). The developed models are tested by the t-distribution, F-distribution and residual analysis. Additionally, the performance of the derived models are assessed using mean absolute percentage error (MAPE), root mean square error (RMSE) and means absolute error (MAE). The results show that the proposed models can be used for forecasting of future coal demand in Turkey.