The realm of energy is undergoing a dynamic transformation, driven by the unprecedented power of machine learning. From streamlining renewable energy production to transforming energy storage, machine learning models are emerging innovation at an exponential pace. This advancement promises to reveal new efficiencies in energy production, distributi