Modern structures are rapidly integrating connected devices to improve functionality and resource management. This involves controlling multiple systems, such as illumination, heating, and HVAC, based on real-time data. Furthermore, sophisticated resource consumption analysis systems deliver critical awareness into power usage, enabling building op