Modern residences are increasingly incorporating intelligent technologies powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems leverage a network of interconnected devices that observe energy consumption in real time. By analyzing this information, the system can automatically adjust various home appliances to o