Commercial buildings constitute a significant portion of overall energy consumption and greenhouse gas emissions. To mitigate these impacts and achieve sustainability goals, implementing strategies to minimize energy usage in commercial sectors is crucial. Renewable energy sources, such as solar and wind power, can greatly reduce reliance on fossil