The realm of energy is undergoing a radical transformation, driven by the extraordinary power of machine learning. From enhancing renewable energy production to disrupting energy storage, machine learning models are emerging innovation at an accelerated pace. This paradigm shift promises to reveal new avenues in energy production, distribution, and