The realm of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning algorithms are emerging innovation at an exponential pace. This advancement promises to unlock new efficiencies in energy production, distribution,