Modern residences are increasingly incorporating intelligent technologies powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems utilize a network of interconnected sensors that observe energy consumption in real time. By analyzing this feedback, the system can intelligently adjust various electronics to optimize