The convergence of virtual representations and the Internet of Things (IoT) is revolutionizing smart building operations. By constructing a comprehensive digital twin that mirrors the physical building, stakeholders can gain real-time insights into energy consumption, occupancy patterns, and operational effectiveness. This allows for data-driven de