The realm of energy is undergoing a profound 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 unparalleled pace. This advancement promises to unlock new avenues in energy production, distribution,