Modern residences are increasingly incorporating advanced home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy savings. These systems employ a network of interconnected gadgets that observe energy expenditure in real time. By analyzing this data, the system can automatically adjust various electronics to optimi