The domain of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From enhancing renewable energy production to transforming energy storage, machine learning systems are emerging innovation at an accelerated pace. This advancement promises to unlock new possibilities in energy production, distribution,