Potassium sulfate is characterized by its chemical stability and safe usage, and is widely applied in industries such as glass manufacturing, dye production, and pharmaceutical intermediates. This dataset includes major raw and auxiliary materials, energy consumption, atmospheric emissions, and waste generated during the production process. Infrastructure such as production equipment manufacturing and plant construction is excluded from the system boundary. In the Mannheim process, hydrochloric acid is a by-product of potassium sulfate production. The primary raw materials, sulfuric acid and potassium chloride, are allocated to products based on elemental allocation, while electricity and all other inputs and outputs are allocated by mass. The life cycle inventory is compiled from data from multiple sources, with water consumption and emissions calculated through mass balance. Mannheim The production activities of by-product hydrochloric acid include feeding, heating in gasifier, reaction in Mannheim furnace, exhaust gas absorption, and loading processes.