Modern residences are increasingly incorporating advanced home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems utilize a network of interconnected gadgets that observe energy expenditure in real time. By analyzing this data, the system can intelligently adjust various home appliances t