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Adaptive demand-based control of heat pumps in non-residential buildings using supervised machine learning

author
statement of authorship
Ivan Sukhanov, Ahmet Köse, Allan Hani, Mika Kovanen, Eduard Petlenkov, Anna Volkova
source
special issue
SESAAU2025 : 11th International Conference on Smart Energy Systems, Copenhagen, Denmark, 16-17 September 2025
publisher
journal volume number month
vol. 22
year of publication
pages
art. 100242
conference name, date
11th International Conference on Smart Energy Systems, 16-17 September 2025
conference location
Copenhagen, Denmark
url
ISSN
2666-9552
Open Access
Open Access
scientific publication
teaduspublikatsioon
language
Inglise
subject term
keyword
building energy management systems
demand-based control
heat pumps (HP)
machine-learning control
rule-based supervision
Sukhanov, I., Köse, A., Hani, A., Kovanen, M., Petlenkov, E., Volkova, A. Adaptive demand-based control of heat pumps in non-residential buildings using supervised machine learning // Smart Energy (2026) vol. 22, art. 100242. https://doi.org/10.1016/j.segy.2026.100242