The convergence of virtual models and the Internet of Things (IoT) is revolutionizing the way we construct and manage smart buildings. These sophisticated systems enable real-time analysis of building performance, enhancing efficiency and occupant experience. Through integrated data collection and analysis, digital twins provide a comprehensive und