Modern dwellings are increasingly incorporating intelligent home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems employ a network of interconnected sensors that track energy consumption in real time. By analyzing this data, the system can proactively adjust various home appliances to opti