Modern homes are increasingly incorporating smart home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems utilize a network of interconnected devices that monitor energy usage in real time. By analyzing this data, the system can intelligently adjust various systems to optimize energy outp