Turkey's Electricity Consumption Forecasting Using Genetic Programming

References

• Akay , D. and Atak , M. 2007 . Grey prediction with rolling mechanism for electricity demand forecasting of Turkey . Energy , 32 : 1670 – 1675 .
   Web of Science ®Google Scholar
• Coello , C. A. An introduction to evolutionary algorithms with applications in biometrics . Proceedings of the International Workshop on Biometric Technologies . pp. 51 – 67 . Alberta, , Canada : University of Calgary. .
   Google Scholar
• Çunkş , M. and Altun , A. A. 2010 . Long-term electricity demand forecasting in Turkey using artificial neural networks . Energ. Source. Part B , 5 : 279 – 289 .
   Google Scholar
• Ediger , V. and Tatlidil , H. 2002 . Forecasting the primary energy demand in Turkey and analysis of cyclic patterns . Energ. Convers. Manage. , 43 : 473 – 487 .
   Web of Science ®Google Scholar
• Demirbas , A. 2008 . Importance of biomass energy sources for Turkey . Energ. Policy , 36 : 834 – 842 .
   Web of Science ®Google Scholar
• Demirbas , A. and Bakis , R. 2004 . Electricity from thermal and hydropower sources in Turkey: Status and future direction . Energ. Source. , 26 : 453 – 461 .
   Web of Science ®Google Scholar
• Hamzaçebi , C. 2007 . Forecasting of Turkey's net electricity energy consumption on sectoral bases . Energ. Policy , 35 : 2009 – 2016 .
   Web of Science ®Google Scholar
• Hepbasli , H. 2005 . Development and restructuring of Turkey's electricity sector: A review . Renew. Sust. Energ. Rev. , 9 : 311 – 343 .
   Web of Science ®Google Scholar
• Huo , L. , Fan , X. , Xie , Y. and Yin , J. Short-term load forecasting based on the method of genetic programming . IEEE International Conference on Mechatronics and Automation . August 5–8 , Harbin, China. pp. 839 – 843 .
   Google Scholar
• Karabulut , K. , Alkan , A. and Yilmaz , A. S. 2008 . Long term energy consumption forecasting using genetic programming . Math. Comput. Appl. , 13 : 71 – 80 .
   Google Scholar
• Koza , J. R. 1992 . Genetic Programming: On the Programming of Computers by Means of Natural Selection Cambridge, MA : MIT Press. .
   Google Scholar
• Lee , D. G. , Lee , B. W. and Chang , S. H. 1997 . Genetic programming model for long-term forecasting of electric power demand . Electr. Pow. Syst. Res. , 40 : 7 – 22 .
   Google Scholar
• Li , M. , Liu , G. and Zhao , Y. Forecasting GDP growth using genetic programming . Third International Conference on Natural Computation . August , Haikou, China. pp. 393 – 397 .
   Google Scholar
• Ministry of Energy and Natural Resources (MENR) . 2007 . Energy demands and planning 2007 Ankara, , Turkey : MENR .
   Google Scholar
• Ministry of Foreign Affairs (MFA) . 2006 . Turkey's energy strategy Ankara, , Turkey : Ministry of Foreign Affairs Deputy General Directorate for Energy, Water and Environment .
   Google Scholar
• Ozturk , H. K. , Canyurt , O. E. , Ceylan , H. and Hepbasli , A. 2004 . Electricity estimation using genetic algorithm approach: A case study for Turkey . Int. J. Energ. , 7 : 1003 – 1012 .
   Google Scholar
• Sivapragasam , C. , Vincent , P. and Vasudevan , G. 2007 . Genetic programming model for forecast of short and noisy . Hydrol. Process. , 21 : 266 – 272 .
   Web of Science ®Google Scholar
• Turkish Electricity Distribution Co. (TEDAS) . 2007 . Turkey's electricity energy distribution and consumption statistics. Ankara, , Turkey : TEDAS. .
   Google Scholar
• Turkish Electricity Transmission Cooperation (TEIAS) . 2007a . Electricity Generation Transmission Statistics of Turkey. Available at: http://www.teias.gov.tr
   Google Scholar
• Turkish Electricity Transmission Cooperation (TEIAS) . 2007b . Turkey's Electricity Energy Capacity Projection for Ten Years. Available at: http://www.teias.gov.tr
   Google Scholar
• Turkish Wind Energy Association (TWEA) . 2011 . Wind power plants under construction in Turkey Available at: http://www.ruzgarenerjisibirligi.org.tr
   Google Scholar
• Tunç , M. , Camdali , U. and Parmaksizoglu , 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 .
   Web of Science ®Google Scholar
• Yalcinoz , T. and Eminoglu , U. 2005 . Short term and medium term power distribution load forecasting by neural networks . Energ. Convers. Manage. , 46 : 1393 – 1405 .
   Google Scholar
• Yumurtaci , Z. and Asmaz , E. 2004 . Electric energy demand of Turkey for the year 2050 . Energ. Source. , 26 : 1157 – 1164 .
   Web of Science ®Google Scholar