Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining
author
Vasman, Sofia
Sukhanov, Ivan
Thalfeldt, Martin
Petlenkov, Eduard
statement of authorship
Sofia Vasman, Ivan Sukhanov, Martin Thalfeldt, Eduard Petlenkov
source
Energy and buildings
journal volume number month
vol. 360
year of publication
2026
pages
art. 117343
url
https://doi.org/10.1016/j.enbuild.2026.117343
subject term
suurandmed
diagnostika (tehnika)
rikked
andmekaeve
küttesüsteemid
ventilatsioonisüsteemid
keyword
data-driven diagnostics
fault detection and diagnostics (FDD)
HVAC systems
data mining
feature extraction
heat meter data
ISSN
0378-7788
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
ehituse ja arhitektuuri instituut
arvutisüsteemide instituut
Department of Computer Systems
Department of Civil Engineering and Architecture
language
English
Inglise