Aluminum cold rolling additives can be used to improve the rolling speed of aluminum sheets and adjust the surface morphology of the sheets; this dataset includes primary raw materials, auxiliary materials, and energy consumption during production, while infrastructure such as production equipment and factory construction is not included within the system boundary of the dataset; the life cycle inventory is compiled from data sourced from multiple references; the production process of aluminum cold rolling additives includes raw material procurement, processing, quality inspection, and product packaging.