234
Views
9
CrossRef citations to date
0
Altmetric
Original Articles

The Forecasting of Net Electricity Consumption of the Consumer Groups in Turkey

, , &
Pages 20-46 | Received 21 Dec 2007, Accepted 28 Apr 2008, Published online: 05 Feb 2011

References

  • Balat , M. 2008 . Energy consumption and economic growth in Turkey during the past two decades . Energ. Policy , 36 : 118 – 127 .
  • Demirbaş , A. 2002 . Turkey's energy overview beginning in the twenty-first century . Energ. Convers. Manag. , 43 : 1877 – 1887 .
  • Ediger , V. Ş. and Akar , S. 2007 . ARIMA forecasting of primary energy demand by fuel in Turkey . Energ. Policy , 35 : 1701 – 1708 .
  • Ediger , V. S. and Tatlidil , H. 2002 . Forecasting the primary energy demand in Turkey and analysis of cyclic patterns . Energ. Convers. Manage. , 43 : 473 – 487 .
  • Hamzaçebi , C. 2007 . Forecasting of Turkey's net electricity energy consumption on sectoral bases . Energ. Policy , 35 : 2009 – 2016 .
  • Haykin , S. 1994 . Neural Networks: A Comprehensive Foundation New York : Macmillan. .
  • Hepbaşli , A. 2005 . Development and restructuring of Turkey's electricity sector: A review . Renew. Sust. Energ. Rev. , 9 : 311 – 343 .
  • Hwang , D. and Gum , B. 1991 . The casual relationship between energy and GNP: The case of Taiwan . J. Energ. Dev. , 16 : 219 – 226 .
  • Jobert , T. and Karanfil , F. 2007 . Sectoral energy consumption by source and economic growth in Turkey . Energ. Policy , 35 : 5447 – 5456 .
  • Kalogirou , S. A. 2003 . Artificial intelligence for the modeling and control of combustion processes: A review . Prog. Energ. Combust. , 29 : 515 – 566 .
  • Kiliç , F. C. and Kaya , D. 2007 . Energy production, consumption, policies, and recent developments in Turkey . Renew. Sust. Energ. Rev , 11 : 1312 – 1320 .
  • Kraft , J. and Kraft , A. 1978 . On the relationship between energy and GNP . J. Energ. Dev. , 3 : 401 – 403 .
  • Marquardt , D. 1963 . An algorithm for least squares estimation of non-linear parameters . J. Soc. Ind. Appl. Math. , 11 : 431 – 441 .
  • Metaxiotis , K. , Kagiannas , A. , Askounis , D. and Psarras , J. 2003 . Artificial intelligence in short term electric load forecasting: A state-of-the-art survey for the researcher . Energ. Convers. Manage. , 44 : 1525 – 1534 .
  • Mozumder , P. and Marathe , A. 2007 . Casuality relationship between electricity consumption and GDP in Bangladesh . Energ. Policy , 35 : 395 – 402 .
  • Oğulata , R. T. 2002 . Sectoral energy consumption in Turkey . Renew. Sust. Energ. Rev. , 6 : 471 – 480 .
  • Özturk , H. K. , Canyurt , O. C. , Hepbaşli , A. and Utlu , Z. 2004 . Residential-commercial energy input estimation based on genetic algorithm (GA) approaches: An application of Turkey . Energ. Buildings , 36 : 175 – 183 .
  • Öztürk , K. H. , Ceylan , H. , Canyurt , O. E. and Hepbaşli , A. 2005 . Electricity estimation using genetic algorithm approach: A case study of Turkey . Energy , 30 : 1003 – 1012 .
  • Öztürk , H. K. , Yilanci , A. and Atalay , Ö. 2007 . Past, present and future status of electricity in Turkey and the share of energy sources . Renew. Sust. Energ. Rev. , 11 : 183 – 209 .
  • Say , N. P. and Yücel , M. 2006 . Energy consumption and CO2 emissions in Turkey: Empirical analysis and future projection based on an economic growth . Energ. Policy , 34 : 3870 – 3876 .
  • Soytaş , U. , Sari , R. and Özdemir , O. 2001 . “ Energy consumption and GDP relation in Turkey: A cointegration and vector error correction analysis. ” . In Economies and Business in Transition: Facilitating Competitiveness and Change in the Global Environment Proceedings 838 – 844 .
  • Sözen , A. and Arcaklioğlu , E. 2007a . Prospects of future projections of the basic energy sources in Turkey . Energ. Source. Part B , 2 : 183 – 201 .
  • Sözen , A. and Arcaklioğlu , E. 2007b . Prediction of net energy consumption based on economic indicators (GNP and GDP) in Turkey . Energ. Policy , 35 : 4981 – 4992 .
  • Sözen , A. , Arcaklioğlu , E. and Özkaymak , M. 2006 . Forecasting net energy consumption using artificial neural network . Energ. Source. Part B , 1 : 147 – 155 .
  • Sözen , A. , Arcaklioğlu , E. and Tekiner , Z. 2009 . Estimation of net energy consumption in Turkey using different indicators . Energ. Source. Part A , 4 : 261 – 277 .
  • Topçu , Y. I. and Ülengin , F. 2004 . Energy for the future: An integrated decision aid for the case of Turkey . Energy , 29 : 137 – 154 .
  • Tunç , M. , çamdali , Ü. and Parmaksizoğlu , C. 2006 . Comparison of Turkey's electrical energy consumption and production with some European countries and optimization of future electrical power supply investments in Turkey . Energ. Policy , 34 : 50 – 59 .
  • World Energy Council-Turkish National Committee (WEC-TNC). 2000 . Energy report and statistics for 1999. Ankara, Turkey
  • Yu , S. H. and Choi , J. Y. 1985 . The casual relationship between energy and GNP: An international comparison . J. Energ. Dev. , 10 : 249 – 272 .
  • Zhang , J. J. 2000 . Introduction to Artificial Neural Network Bellingham, WA : Bellingham AI Robotics Society. .

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.