The realm of energy is undergoing a profound transformation, driven by the extraordinary power of machine learning. From streamlining renewable energy production to revolutionizing energy storage, machine learning models are driving innovation at an exponential pace. This paradigm shift promises to unleash new efficiencies in energy production, dis