Modern dwellings are increasingly incorporating smart solutions powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems utilize a network of interconnected devices that monitor energy consumption in real time. By analyzing this feedback, the system can proactively modify various systems to optimize energy output. F