Modern dwellings are increasingly incorporating smart home automation systems powered by the Internet of Things (IoT) to achieve enhanced energy conservation. These systems utilize a network of interconnected devices that monitor energy expenditure in real time. By analyzing this data, the system can intelligently regulate various electronics to op