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