The domain of energy is undergoing a dynamic transformation, driven by the unprecedented power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning algorithms are emerging innovation at an unparalleled pace. This advancement promises to reveal new possibilities in energy production, distrib