Modern dwellings are increasingly incorporating intelligent solutions 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 intelligently regulate various home appliances to opt