Essays about: "Energiförbrukningsprognos"

Found 1 essay containing the word Energiförbrukningsprognos.

  1. 1. Feature selection in short-term load forecasting

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Max Joel Söderberg; Axel Meurling; [2019]
    Keywords : Short-term load forecasting; energy consumption forecasting; Linear regression; SVR; Random Forest; machine learning; regression; feature selection; attribute selection; Pearson correlation; Mutual information; correlation matrix; Two-way ANOVA; Tukey’s HSD test.; Kortsiktig lastprognos; Energiförbrukningsprognos; Linjär regression; SVR; Random forest; Maskininlärning; Attributval; Pearson-korrelation; Ömsesidig information; Korrelationsmatris; Tvåvägs ANOVA; Tukey’s HSD-test.;

    Abstract : This paper investigates correlation between energy consumption 24 hours ahead and features used for predicting energy consumption. The features originate from three categories: weather, time and previous energy. The correlations are calculated using Pearson correlation and mutual information. READ MORE