The realm of energy is undergoing a profound transformation, driven by the remarkable power of machine learning. From optimizing renewable energy production to revolutionizing energy storage, machine learning models are emerging innovation at an exponential pace. This advancement promises to reveal new avenues in energy production, distribution, an