Modern residences are increasingly incorporating advanced technologies 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 real time. By analyzing this information, the system can proactively regulate various electronics to optimize ener