Commercial energy consumption represents a significant percentage of global greenhouse gas emissions. To mitigate this impact, various strategies can be implemented to decrease emissions in commercial buildings and operations. One effective approach is to adopt energy-efficient solutions. This includes upgrading lighting to LED fixtures, installing