Commercial buildings constitute a significant portion of global energy consumption. This heavy usage often results in tremendous greenhouse gas emissions, playing a role climate change. To mitigate this impact, it's essential to implement measures aimed at decreasing emissions in commercial energy use. A key steps involve adopting energy-efficient