Modern residences are increasingly incorporating smart technologies powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems employ a network of interconnected sensors that track energy expenditure in real time. By analyzing this feedback, the system can proactively regulate various electronics to optimize energy