Modern dwellings are increasingly incorporating intelligent technologies powered by the Internet of here Things (IoT) to achieve enhanced energy savings. These systems employ a network of interconnected sensors that track energy usage in real time. By analyzing this information, the system can intelligently modify various systems to optimize energy