Modern residences are increasingly incorporating intelligent technologies powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems employ a network of interconnected sensors that observe energy expenditure in real time. By analyzing this feedback, the system can proactively regulate various home appliances to r