Modern dwellings are increasingly incorporating intelligent technologies powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems utilize a network of interconnected sensors that monitor energy usage in real time. By analyzing this information, the system can automatically regulate various systems to optimize energy