A Comparison Of Anfıs And Arıma Techniques In The Forecasting Of Electric Energy Consumption Of Tokat Province In Turkey
Özet
In this study, the electric energy demand of Tokat province was estimated by means of ANFIS and ARIMA techniques. Seven different forecasting experiments were implemented for the subscriber groups and the consumption of electric energy which is the dependent variable. The electric energy demand of the province for the first six months of the year 2011 was estimated by means of ANFIS and ARIMA techniques. The obtained results were compared and interpreted in order to illustrate the forecasting success of these techniques. We showed that the ANFIS is more appropriate than the ARIMA in point of the forecasting of electric consumption.
Anahtar kelimeler
Sürdürülebilir Kalkınma Amaçları
-
SKA 7: Erişilebilir ve Temiz Enerji
Atıf için künye
YAYAR, R., HEKİM, M., YILMAZ, V., & Bakırcı, F. (2011). A Comparison Of Anfıs And Arıma Techniques In The Forecasting Of Electric Energy Consumption Of Tokat Province In Turkey. Journal of Economic and Social Studies, 1(2), 87–112. https://doi.org/10.14706/jecoss11124
BibTeX
@article{yayar2011-109956,
author = {YAYAR, RÜŞTÜ and HEKİM, MAHMUT and YILMAZ, VEYSEL and Bakırcı, Fehim},
title = {A Comparison Of Anfıs And Arıma Techniques In The Forecasting Of Electric Energy Consumption Of Tokat Province In Turkey},
journal = {Journal of Economic and Social Studies},
year = {2011},
volume = {1},
number = {2},
pages = {87--112},
issn = {1986-8499},
doi = {10.14706/jecoss11124},
url = {https://akademik.atauni.edu.tr/yayinlar/109956-a-comparison-of-anfis-and-arima-techniques-in-the-forecasting-of-electric-energy}
}