283, Goyang-daero
Gyeonggi-do
Korea, Republic of (South Korea)
Korea Institute of Civil Engineering and Building Technology
performance gap, building energy efficiency certification, energy performance, energy use intensity, uncertainty
Building energy efficiency certificate, Non-residential buildings, Building, Building energy policy, Building Energy Simulation, Reference buildings, Green buildings, Energy efficiency rating
Calendarization, Change point linear model, Monthly energy consumption, Utility bill, Billing periods
Building energy open dataset, Machine Learning, Metacognition, User behavior
Intrinsic Degree Hour, Urban building energy modeling (UBEM), Data-driven energy analysis, Building energy benchmarking
Urban context information, Urban shading effect, Urban-scale shading simulation, Skirt-extension, Accuracy-time trade-off
Seasonal EUI, Category-level importance, SHAP decomposition, Interaction effects, random forest, Building compactness
Fourier analysis, periodicity, prescreening, grey-box modeling, RC model
Causal discovery, PC algorithm, Graph-based total effect, Heating energy use, Multicollinearity, Weather-variable dependency
Generalized additive model, eXplainable Artificial Intelligence, SHAP, Random forest, Building energy prediction
