Modern residences are increasingly incorporating smart home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems employ a network of interconnected sensors that observe energy usage in website real time. By analyzing this feedback, the system can intelligently modify various home appliances