The 3D information in Building Information Modeling (BIM) has received significant interest for smart city applications. Recently, employing Industry Foundation Classes (IFC) BIM data-driven methods Energy Consumption Estimation (BECE) gained momentum because of the enriched geometric and semantic information. However, despite extensive studies on applying IFC data BECE analysis, full potential...