Modern buildings are rapidly employing connected devices to enhance functionality and resource management. This requires managing different operations, such as illumination, climate control, and cooling, based on real-time metrics. Furthermore, advanced power usage tracking solutions deliver critical insights into energy expenditure, iot based dies