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2012 | OriginalPaper | Chapter

Electricity Price Modelling for Turkey

Authors : Miray Hanım Yıldırım, Ayşe Özmen, Özlem Türker Bayrak, Gerhard Wilhelm Weber

Published in: Operations Research Proceedings 2011

Publisher: Springer Berlin Heidelberg

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This paper presents customized models to predict next-day’s electricity price in short-term periods for Turkey’s electricity market. Turkey’s electricity market is evolving from a centralized approach to a competitive market. Fluctuations in the electricity consumption show that there are three periods; day, peak, and night. The approach proposed here is based on robust and continuous optimization techniques, which ensures achieving the optimum electricity price to minimize error in periodic price prediction. Commonly, next-day’s electricity prices are forecasted by using time series models, specifically dynamic regression model. Therefore electricity price prediction performance was compared with dynamic regression. Numerical results show that CMARS and RCMARS predicts the prices with 30% less error compared to dynamic regression.

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Metadata
Title
Electricity Price Modelling for Turkey
Authors
Miray Hanım Yıldırım
Ayşe Özmen
Özlem Türker Bayrak
Gerhard Wilhelm Weber
Copyright Year
2012
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-29210-1_7