Cleaning agents are used for surface cleaning of materials in mechanical and equipment maintenance; this dataset includes primary raw materials, auxiliary materials, and energy consumed during production, while infrastructure such as production equipment and factory construction is excluded from the system boundary; the life cycle inventory is compiled from data sourced from multiple references; the manufacturing process of cleaning agents involves mixing, formulation, and packaging of surfactants, additives, and solvents.