This dataset represents the treatment of waste aluminum materials derived from retired lithium iron phosphate batteries from fields such as power, consumer electronics, and energy storage, via the smelting and ingot casting process. It includes the consumption of energy (electricity, natural gas, water) and auxiliary materials (inorganic materials), as well as the discharge of solid wastes (suspended particulate matter, municipal solid waste), water pollutants (oil-containing substances) and air pollutants (particulate matter, chlorides, fluorides).