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