Commercial structures constitute a significant portion of global energy consumption. This extensive usage often results in tremendous greenhouse gas emissions, playing a role climate change. To reduce this impact, it's important to implement approaches aimed at reducing emissions in commercial energy use. One key initiatives involve adopting energy