Vasman, S., Sukhanov, I., Thalfeldt, M., Petlenkov, E.

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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

scientific publication

teaduspublikatsioon

classifier

1.1

TalTech department

ehituse ja arhitektuuri instituut

arvutisüsteemide instituut

language

Inglise

Vasman, S., Sukhanov, I., Thalfeldt, M., Petlenkov, E. Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining // Energy and buildings (2026) vol. 360, art. 117343. https://doi.org/10.1016/j.enbuild.2026.117343