Commercial buildings constitute a significant portion of global energy consumption. This heavy usage often results in large greenhouse gas emissions, playing a role climate change. To address this impact, it's essential to implement strategies aimed at decreasing emissions in commercial energy use. A key initiatives involve utilizing energy-efficie