Comparison of different machine learning algorithms for predicting air-conditioning operating behavior in open-plan offices
Sign Up to like & getrecommendations! Published in 2021 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2021.111347
Abstract: Abstract Air conditioning (AC) operating behavior has a significant influence on the energy consumption of buildings. Machine learning (ML) methods have recently been developed and have shown a high performance in predicting occupant behaviors. However,… read more here.
Keywords: operating behavior; comparison different; five algorithms; air conditioning ... See more keywords
Annual Variation Characteristics of Air Conditioning Operating Behavior and Its Impact on Model Application in Office Buildings
Sign Up to like & getrecommendations! Published in 2024 at "Buildings"
DOI: 10.3390/buildings14123701
Abstract: Air conditioning (AC) is an important component of building energy consumption. Reducing building AC energy consumption has attracted significant research interest worldwide. Studies have shown that the AC control behavior of users is a key… read more here.
Keywords: operating behavior; office; model; energy consumption ... See more keywords