Modern dwellings are increasingly incorporating smart home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems leverage a network of interconnected devices that track energy usage in real time. By analyzing this information, the system can proactively adjust various systems to optimize e