Abstract: In view of the characteristics of knowledge base and inference engine for blast furnace expert system,this paper realizes fuzzy matrix expression and inference by adopting subordinate function and fuzzy inference,and put forward the parallel inference algorithm based on fuzzy matrix, thereby the inference efficiency could be improved.