Commercial structures constitute a considerable portion of global energy consumption. This extensive usage often results in high greenhouse gas emissions, playing a role climate change. To address this impact, it's crucial to implement approaches aimed at reducing emissions in commercial energy use. Several key initiatives involve adopting energy-e