The convergence of digital twins 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 efficiency. This allows for insightful decision-making,