Modern residences are increasingly incorporating intelligent solutions powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems employ a network of interconnected sensors that observe energy consumption in real time. By analyzing this feedback, the system can proactively regulate various home appliances to optimi