Modern dwellings are increasingly incorporating advanced solutions powered by the Internet of Things (IoT) to achieve enhanced energy efficiency. These systems employ a network of interconnected sensors that observe energy expenditure in real time. By analyzing this feedback, the system can automatically modify various electronics to optimize energ