Introduction The integration of deep learning into sustainable energy solutions has the potential to revolutionize the way we generate, distribute, and consume energy. However, one of the significant challenges in the renewable energy sector is the intermittent nature of sources like solar and wind power. Existing methods for predicting energy output from these sources rely…