A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households
Botman, Lola, Soenen, Jonas, Theodorakos, Konstantinos, Yurtman, Aras, Bekker, Jessa, Vanthournout, Koen, Blockeel, Hendrik, De Moor, Bart, Lago, Jesus
Published in IEEE transactions on smart grid (01.01.2023)
Published in IEEE transactions on smart grid (01.01.2023)
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Journal Article
Building plug load mode detection, forecasting and scheduling
Botman, Lola, Lago, Jesus, Fu, Xiaohan, Chia, Keaton, Wolf, Jesse, Kleissl, Jan, De Moor, Bart
Published in Applied energy (15.06.2024)
Published in Applied energy (15.06.2024)
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Journal Article
Short-Term Deterministic Forecasting of Individual Household Electricity Consumption Using the Hungarian Algorithm
McClone, Graham, Botman, Lola, Khurram, Adil, De Moor, Bart, Kleissl, Jan
Published in 2024 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) (06.05.2024)
Published in 2024 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) (06.05.2024)
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Conference Proceeding
A scalable method for probabilistic short-term forecasting of individual households consumption in low voltage grids
Botman, Lola, Lago, Jesus, Becker, Thijs, Agudelo, Oscar Mauricio, Vanthournout, Koen, De Moor, Bart
Published in 2023 IEEE PES Grid Edge Technologies Conference & Exposition (Grid Edge) (10.04.2023)
Published in 2023 IEEE PES Grid Edge Technologies Conference & Exposition (Grid Edge) (10.04.2023)
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Conference Proceeding