The domain of energy is undergoing a radical transformation, driven by the remarkable power of machine learning. From enhancing renewable energy production to disrupting energy storage, machine learning algorithms are driving innovation at an exponential pace. This technological leap promises to reveal new possibilities in energy production, distri