A. Tymoshenko

CROSS-CLIMATE ANALYSIS OF FEATURE IMPORTANCEFOR SHORT-TERM BUILDING ENERGY FORECASTING

The paper tests the hypothesis that the feature importance structure for short-term building energy forecasting is independent of climate zone. A unified computational pipeline covering load lags, weather forecasts, cyclical, calendar, and other feature groups was applied to two open datasets with contrasting climatic...