The domain of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From streamlining renewable energy production to revolutionizing energy storage, machine learning models are emerging innovation at an accelerated pace. This advancement promises to unleash new avenues in energy production, distribution,