Browsing by Author "Ülgen, Toygar"
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Applications of time-series methods in electricity price forecasting
Ülgen, Toygar (2021-01-18)The prediction of day-ahead electricity prices with higher accuracy is always helpful for the market players of the power exchange. Models were designed in the first place to find out the best time-series estimation method ... -
Prediction algorithm & learner selection for European day-ahead electricity prices
Ülgen, Toygar; El Sayed, Ahmad; Poyrazoğlu, Göktürk (IEEE, 2020-10)The prediction of day-ahead electricity prices with higher accuracy is always helpful for the market players of the power exchange. This study was intended in the first place to find out the best time series prediction ... -
Predictor analysis for electricity price forecasting by multiple linear regression
Ülgen, Toygar; Poyrazoğlu, Göktürk (IEEE, 2020)This paper examines the multiple linear regression method on electricity price forecasting. Numerous predictors are analyzed to reduce the mean absolute percentage error. The training data includes the dates from September ...
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