The baffle plate exhibits excellent high-temperature strength, oxidation resistance, thermal shock resistance, and resistance to steel melt erosion, making it suitable for use in shaped refractories. This dataset includes primary raw and auxiliary materials, energy inputs, and waste streams from the production process; infrastructure such as production equipment and facility construction is not included within the system boundary of this dataset. The life cycle inventory was compiled from data sourced from multiple references. The manufacturing process of the baffle plate comprises raw material procurement, raw material processing, product forming, product firing, inspection, and packaging.