Modern residences are increasingly incorporating intelligent solutions powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems leverage a network of interconnected devices that observe energy expenditure in real time. By analyzing this feedback, the system can automatically regulate various systems to optimize ener