Commercial structures account for a substantial portion of global energy consumption. This ample usage often results in large greenhouse gas emissions, playing a role climate change. To reduce this impact, it's crucial to implement measures aimed at decreasing emissions in commercial energy use. One key initiatives involve adopting energy-efficient