The domain of energy is undergoing a radical transformation, driven by the extraordinary power of machine learning. From enhancing renewable energy production to revolutionizing energy storage, machine learning models are driving innovation at an unparalleled pace. This technological leap promises to reveal new efficiencies in energy production, di