Modern homes are increasingly incorporating intelligent home automation systems 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 intelligently modify various home appliance