470
Views
5
CrossRef citations to date
0
Altmetric
Articles

Electricity consumption forecasting for Turkey with nonhomogeneous discrete grey model

&

References

  • Akay, D., and Atak, M. 2007. Grey prediction with rolling mechanism for electricity demand forecasting of Turkey. Energy 32:1670–1675.
  • Bianco, V., Manca, O., and Nardini, S. 2009. Electricity consumption forecasting in Italy using linear regression models. Energy 34:1413–1421.
  • Bianco, V., Manca, O., Nardini, S., and Minea, A. A. 2010. Analysis and forecasting of nonresidential electricity consumption in Romania. Appl. Energy 87:3584–3590.
  • Bianco, V., Manca, O., and Nardini, S. 2013. Linear regression models to forecast electricity consumption in Italy. Energy Sources Part B 8:86–93.
  • Çunkaş, M., and Taşkiran, U. 2011. Turkey’s electricity consumption forecasting using genetic programming. Energy Sources Part B 6:406–416.
  • Deng, J. 1982. Control problems of grey system. Syst. Control Lett. 1:288–294.
  • Deng, J. L. 1989. Introduction to grey system theory. J. Grey Syst. 1:1–24.
  • Feng, S. J., Ma, Y. D., Song, Z. L., and Ying, J. 2012. Forecasting the energy consumption of China by the grey prediction model. Energy Sources Part B 7:376–389.
  • Hamzacebi, C., and Es, H. A. 2014. Forecasting the annual electricity consumption of Turkey using an optimized grey model. Energy 70:165–171.
  • Hamzacebi, C., and Karakurt, I. 2015. Forecasting the energy-related CO2 emissions of Turkey using a grey prediction model. Energy Sources Part A 37:1023–1031.
  • Ou, S. L. 2012. Forecasting agricultural output with an improved grey forecasting model based on the genetic algorithm. Comput. Electron. Agric. 85:33–39.
  • Kankal, M., Akpınar, A., Kömürcü, M. I., and Özsahin, T. S. 2011. Modeling and forecasting of Turkey’s energy consumption using socio-economic and demographic variables. Appl. Energy 88:1927–1939.
  • Kavaklioglu, K., Ceylan, H., Ozturk, H. K., and Canyurt, O. E. 2009. Modeling and prediction of Turkey’s electricity consumption using artificial neural networks. Energy Convers. Manage. 50:2719–2727.
  • Kavaklioglu, K. 2011. Modeling and prediction of Turkey’s electricity consumption using Support Vector Regression. Appl. Energy 88:368–375.
  • Kaytez, F., Taplamacioglu, M. C., Cam E., and Hardalac, F. 2015. Forecasting electricity consumption: A comparison of regression analysis, neural networks and least squares support vector machines. Electrical Power and Energy Systems 67:431–438.
  • Kumar, U., and Jain, V. K. 2010. Time series models (Grey-Markov, Grey Model with rolling mechanism and singular spectrum analysis) to forecast energy consumption in India. Energy 35(4):1709–1716.
  • Lei, M., and Feng, Z. 2012. A proposed grey model for short-term electricity price forecasting in competitive power markets. Int. J. Electr. Power Energy Syst. 43:531–538.
  • Liu, S., and Lin, Y.2010. Grey Systems Theory and Applications. Berlin Heidelberg: Springer-Verlag.
  • Panklib, K., Prakasvudhisarn, C., and Khummongkol, D. 2015. Electricity consumption forecasting in Thailand using an artificial neural network and multiple linear regression. Energy Sources Part B 10(4):427–434.
  • Pao, H. T. 2006. Comparing linear and nonlinear forecasts for Taiwan’s electricity consumption. Energy 31:2129–2141.
  • Shi, M.-W. 2011. Based on time series and RBF network plant disease forecasting. Procedia Engineering 15:2384–2387.
  • Sözen, A., Arcaklioğlu, E., Özkaymak, M. 2005. Turkeys net energy consumption. Appl. Energy 81:209–221.
  • Turkish Statistical Institute (TURKSTAT). Environment and Energy, Distribution of Net Electricity Consumption by Sectors, Ankara, Turkey, 2015. http://www.tuik.gov.tr/PreIstatistikTablo.do?istab_id=1579.
  • Zhang, P., and Wang, H. 2012. Fuzzy wavelet neural networks for city electric energy consumption forecasting. Energy Procedia 17:1332–1338.

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.