Focus on the information management in the modern chemical industry, the production logistic prediction model is set up with the objective is not only to minimize the warehousing costs, but also to reduce the machine switching time. On the base of the core model, the prediction software system of production logistic is designed and developed. At last, the implementation effectiveness is illustrated.