Blar i Brage NMBU på forfatter "Helseth, Arild"
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Combining Machine Learning and Optimization for Efficient Price Forecasting
Helseth, Arild; Sveen, Eivind Bekken (Chapter, 2020)We present a framework based on machine learning for reducing the problem size of a short-term hydrothermal scheduling optimization model applied for price forecasting. The general idea is to reduce the optimization problem ... -
Combining mathematical programming and machine learning in electricity price forecasting
Sveen, Eivind Bekken (Master thesis, 2019)The future electricity market will have a higher share of generation from unregulated renewable energy sources because of binding targets for reducing CO2 emissions. Energy reserves for regulating the power production will ...