This spray coating can be used for refractory repair materials; the dataset includes major raw materials, auxiliary materials, and energy consumption in the production process, while infrastructure such as production equipment manufacturing and plant construction is excluded from the system boundary; the life cycle inventory is compiled from data sourced from multiple references; the manufacturing process of aluminum silicate spray coating comprises raw material preparation, neutralization, precipitation, drying, high-temperature calcination, grinding aid treatment, and mixing.