Modern residences are increasingly incorporating intelligent technologies powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems employ a network of interconnected devices that track energy usage in real time. By analyzing this data, the system can proactively adjust various systems to optimize energy delivery. Fo