Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods
author
Kuivjõgi, Helena
Vasman, Sofia
Petlenkov, Eduard
Thalfeldt, Martin
Kurnitski, Jarek
statement of authorship
Helena Kuivjõgi, Sofia Vasman, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
source
Journal of building engineering
publisher
Elsevier
journal volume number month
vol. 98
year of publication
2024
pages
art. 111016
url
https://doi.org/10.1016/j.jobe.2024.111016
subject term
energiatõhusus
renoveerimine
säästmine
küttesüsteemid
hooned
tehisõpe
keyword
energy use baseline
heating energy use
electricity energy use
commercial buildings
degree-days
data-driven
metered data
energy use prediction
machine learning (ML)
seasonal differentiations
ISSN
2352-7102
notes
Bibliogr.: 50 ref
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
scopus
TalTech department
ehituse ja arhitektuuri instituut
arvutisüsteemide instituut
language
inglise