274
Views
15
CrossRef citations to date
0
Altmetric
Original Articles

Forecasting of Coal Consumption Using an Artificial Neural Network and Comparison with Various Forecasting Techniques

, &
Pages 1305-1316 | Received 29 Jun 2009, Accepted 08 Oct 2009, Published online: 29 Apr 2011

References

  • Aras , H. and Aras , N. 2004 . Forecasting residential natural gas demand . Energy Sources, Part A: Recovery, Utilization, and Environmental Effects , 26 : 463 – 472 .
  • Centre of Monitoring Indian Economy (CMIE) . 2005 . Data Manual Year Book on Energy, 2005 CMI .
  • Geoffrey , K. F. T. and Kelvin , K. W. Y. 2007 . Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks . Energy , 32 : 1761 – 1768 .
  • Hsu , C.-C. and Chen , C.-Y. 2003 . Regional load forecasting in Taiwan—Applications of artificial neural networks . Energy Convers. Manage. , 44 : 1941 – 1949 .
  • Jebaraj , S. and Iniyan , S. 2006 . A review of energy models . Renew. Sustain. Energy Rev. , 10 : 281 – 311 .
  • Kalogirou , S. A. 2000 . Applications of artificial neural networks for energy systems . Appl. Energy , 67 : 17 – 35 .
  • Kulshreshtha , M. and Parikh , J. K. 2000 . Modelling demand for coal in India: Vector autoregressive models with cointegrated variables . Energy , 25 : 149 – 168 .
  • Parikh , J. , Purohit , P. and Maitra , P. 2007 . Demand projections of petroleum products and natural gas in India . Energy , 32 : 1825 – 1837 .
  • Siemek , J. , Nagy , S. and Rychlicki , S. 2003 . Estimation of natural gas consumption in Poland based on logistic curve interpretation . Appl. Energy , 75 : 1 – 7 .
  • Sozen , A. , Akcayol , Ali M. and Arcaklioglu , E. 2006 . Forecasting net energy consumption using artificial neural network . Energy Sources, Part B , 1 : 147 – 155 .
  • Stepannov , V. S. and Stepanova , T. B. 2004 . Energy demand forecasting by thermodynamic analysis of energy consumed processes . Energy Sources, Part A: Recovery, Utilization, and Environmental Effects , 26 : 647 – 660 .
  • Yumurtaci , Z. and Asmaz , E. 2004 . “ Electric energy demand of Turkey for the year 2050 ” . In Energy Sources, Part A: Recovery, Utilization, and Environmental Effects Vol. 26 , 1157 – 1164 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.