Browsing NTNU Open by Author "Leerbeck, Kenneth"
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Control of Heat Pumps with CO2 Emission Intensity Forecasts
Leerbeck, Kenneth; Bacher, Peder; Junker, Rune Grønborg; Tveit, Anna; Corradi, Olivier; Madsen, Henrik; Ebrahimy, Razgar (Peer reviewed; Journal article, 2020)An optimized heat pump control for building heating was developed for minimizing CO 2 emissions from related electrical power generation. The control is using weather and CO 2 emission forecasts as inputs to a Model ... -
Short-term forecasting of CO2 emission intensity in power grids by machine learning
Leerbeck, Kenneth; Bacher, Peder; Junker, Rune Grønborg; Goranović, Goran; Corradi, Olivier; Ebrahimy, Razgar; Tveit, Anna; Madsen, Henrik Tams (Peer reviewed; Journal article, 2020)With the aim of enabling effective flexible electricity demand, a machine learning algorithm is developed to forecast the CO2 emission intensities in European electrical power grids distinguishing between average and ...