Modern residences are increasingly incorporating smart solutions powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems utilize a network of interconnected gadgets that observe energy usage in real time. By analyzing this feedback, the system can intelligently regulate various home appliances to optimize energy