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