Adaptive demand-based control of heat pumps in non-residential buildings using supervised machine learning
author
Sukhanov, Ivan
Köse, Ahmet
Hani, Allan
Kovanen, Mika
Petlenkov, Eduard
Volkova, Anna
statement of authorship
Ivan Sukhanov, Ahmet Köse, Allan Hani, Mika Kovanen, Eduard Petlenkov, Anna Volkova
source
Smart Energy
special issue
SESAAU2025 : 11th International Conference on Smart Energy Systems, Copenhagen, Denmark, 16-17 September 2025
publisher
Elsevier
journal volume number month
vol. 22
year of publication
2026
pages
art. 100242
conference name, date
11th International Conference on Smart Energy Systems, 16-17 September 2025
conference location
Copenhagen, Denmark
url
https://doi.org/10.1016/j.segy.2026.100242
subject term
soojuspumbad
nutimajad
hooneautomaatika
arukad süsteemid
järelevalve
keyword
building energy management systems
demand-based control
heat pumps (HP)
machine-learning control
rule-based supervision
ISSN
2666-9552
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
arvutisüsteemide instituut
energiatehnoloogia instituut
Department of Computer Systems
Department of Energy Technology
language
English
Inglise