Aluminum refining is the process of extracting pure aluminum from its ore, bauxite, through the Bayer process and electrolytic reduction in the Hall-Héroult process. This involves converting bauxite into alumina and then reducing alumina to aluminum metal, which is energy-intensive but crucial for producing lightweight, corrosion-resistant materials used in various industries.