Commercial buildings constitute a substantial portion of global energy consumption. This extensive usage often results in high greenhouse gas emissions, adding to climate change. To address this impact, it's important to implement strategies aimed at lowering emissions in commercial energy use. One key initiatives involve adopting energy-efficient