Commercial structures account for a considerable portion of global energy consumption. This ample usage often results in high greenhouse gas emissions, adding to climate change. To mitigate this impact, it's essential to implement strategies aimed at decreasing emissions in commercial energy use. A key actions involve implementing energy-efficient