Modern dwellings are increasingly incorporating smart technologies powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems utilize a network of interconnected gadgets that track energy usage in real time. By analyzing this data, the system can intelligently regulate various systems to optimize energy delivery. For