The domain of energy is undergoing a dynamic transformation, driven by the extraordinary power of machine learning. From enhancing renewable energy production to disrupting energy storage, machine learning algorithms are driving innovation at an exponential pace. This advancement promises to unlock new avenues in energy production, distribution, an