This process refers to the production activity of producing 1 kg of silicon-aluminum-iron alloy by the submerged arc furnace. Silicon-aluminum-iron alloy is a deoxidizer commonly used in the steelmaking process. The dataset includes raw and auxiliary materials such as silica, bauxite, and iron filings, and inputs of energy and energy media such as electricity and water; the outputs include the product silicon-aluminum-iron alloy, the waste slag (which can be recovered to cement plants), as well as emissions to water bodies and the atmosphere. The data inventory is formed by merging data from multiple sources, and the data representativeness is optimized using industry standards such as the 3140 Ferroalloy Industry Coefficient Handbook.