A comparison of ANFIS and ARIMA techniques in the forecasting of electric energy consumption of Tokat province in Turkey

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Title

A comparison of ANFIS and ARIMA techniques in the forecasting of electric energy consumption of Tokat province in Turkey

Author

YAYAR, Rüstü
HEKIM, Mahmut
YILMAZ, Veysel
BAKIRCI, Fehim

Abstract

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.

Keywords

Article
PeerReviewed

Publisher

International Burch University

Date

2011-01

Extent

1070

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