The commercial energy sector presents a substantial challenge in the fight against climate change. Energy demand in industries such as manufacturing, transportation, and construction contributes a large proportion of global greenhouse gas emissions. To address this issue, it is crucial to introduce innovative solutions that drive emission reduction