The realm of energy is undergoing a profound transformation, driven by the unprecedented power of machine learning. From streamlining renewable energy production to disrupting energy storage, machine learning systems are propelling innovation at an accelerated pace. This advancement promises to reveal new avenues in energy production, distribution,