The realm of energy is undergoing a dynamic transformation, driven by the extraordinary power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning models are emerging innovation at an accelerated pace. This technological leap promises to unleash new efficiencies in energy production, distri