The realm of energy is undergoing a radical transformation, driven by the unprecedented power of machine learning. From enhancing renewable energy production to disrupting energy storage, machine learning models are driving innovation at an accelerated pace. This technological leap promises to reveal new avenues in energy production, distribution,