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 systems are emerging innovation at an accelerated pace. This paradigm shift promises to reveal new efficiencies in energy production, distribution,