The commercial energy sector presents a significant challenge in the fight against climate change. Energy use in industries such as manufacturing, transportation, and construction accounts for a large proportion of global greenhouse gas emissions. To combat this issue, it is vital to introduce innovative solutions that accelerate emission reduction