The domain of energy is undergoing a profound transformation, driven by the remarkable power of machine learning. From streamlining renewable energy production to disrupting energy storage, machine learning algorithms are propelling innovation at an unparalleled pace. This paradigm shift promises to unlock new avenues in energy production, distribu