Commercial buildings constitute a substantial portion of global energy consumption. This extensive usage often results in tremendous greenhouse gas emissions, playing a role climate change. To address this impact, it's important to implement measures aimed at decreasing emissions in commercial energy use. One key steps involve utilizing energy-effi