Commercial buildings account for a substantial portion of global energy consumption. This extensive usage often results in tremendous greenhouse gas emissions, adding to climate change. To address this impact, it's essential to implement approaches aimed at decreasing emissions in commercial energy use. A key steps involve utilizing energy-efficien