Modern residences are increasingly incorporating intelligent solutions powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems utilize a network of interconnected gadgets that monitor energy consumption in real time. By analyzing this data, the system can proactively regulate various systems to optimize energy