Modern residences are increasingly incorporating intelligent solutions powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems leverage a network of interconnected sensors that track energy usage in real time. By analyzing this information, the system can intelligently adjust various systems to optimize energy