Modern structures are significantly incorporating Internet of Things (IoT) to improve functionality and environmental responsibility. This requires controlling multiple operations, such as illumination, temperature regulation, and cooling, based on current data. Furthermore, sophisticated resource consumption analysis solutions offer critical aware