The chemical processing of raw bauxite into smelter-grade metallurgical alumina ($Al_2O_3$) represents the vital link connecting raw mining operations with finished metal production. Within the geographical landscape of European metallurgy, the Mykolaiv Alumina Refinery (MGZ) in southern Ukraine stands as one of the largest and most technically significant chemical assets on the continent....