The landscape of energy is undergoing a profound transformation, driven by the remarkable power of machine learning. From optimizing renewable energy production to revolutionizing energy storage, machine learning models are propelling innovation at an unparalleled pace. This paradigm shift promises to unleash new avenues in energy production, distr