The domain of energy is undergoing a dynamic transformation, driven by the extraordinary power of machine learning. From enhancing renewable energy production to transforming energy storage, machine learning models are driving innovation at an unparalleled pace. This paradigm shift promises to reveal new avenues in energy production, distribution,