Commercial buildings constitute a substantial portion of global energy consumption. This heavy usage often results in large greenhouse gas emissions, adding to climate change. To mitigate this impact, it's essential to implement strategies aimed at lowering emissions in commercial energy use. A key initiatives involve implementing energy-efficient