Commercial structures represent a substantial portion of global energy consumption. This ample usage often results in high greenhouse gas emissions, contributing climate change. To address this impact, it's essential to implement approaches aimed at decreasing emissions in commercial energy use. A key initiatives involve utilizing energy-efficient