Modern buildings are significantly employing Internet of Things (IoT) to improve functionality and sustainability. This involves controlling multiple operations, such as lamps, temperature regulation, and air conditioning, based on real-time data. Furthermore, advanced resource consumption analysis systems deliver critical insights into energy expe