Contemporary structures are rapidly incorporating smart technology to boost functionality and environmental responsibility. This requires automating different systems, such as illumination, heating, and cooling, based on instant metrics. Furthermore, advanced resource consumption analysis solutions offer valuable insights into energy expenditure, a