Contemporary buildings are increasingly incorporating connected devices to enhance efficiency and sustainability. This entails automating different operations, such as illumination, temperature regulation, and air conditioning, based on real-time data. Furthermore, sophisticated energy monitoring systems deliver essential awareness into energy expe