Modern residences are increasingly incorporating intelligent solutions powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems employ a network of interconnected devices that observe energy consumption in real time. By analyzing this feedback, the system can proactively modify various systems to optimize energ