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