Commercial energy consumption represents a significant portion 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 implement energy-efficient systems. This includes upgrading lighting to high-efficiency fixtures,