Modern residences are increasingly incorporating advanced home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems utilize a network of interconnected gadgets that monitor energy usage in real time. By analyzing this information, the system can intelligently modify various systems to optimize