The landscape of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From enhancing renewable energy production to disrupting energy storage, machine learning models are emerging innovation at an accelerated pace. This advancement promises to unleash new possibilities in energy production, distribution