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