Commercial buildings represent a substantial portion of global energy consumption. This extensive usage often results in large greenhouse gas emissions, adding to climate change. To mitigate this impact, here it's crucial to implement approaches aimed at decreasing emissions in commercial energy use. One key steps involve utilizing energy-efficient