Abstract: A method of building expert systems with fuzzy-neural technique is proposed.The technique of the knowledge dissolved in a neural network non-searching inference have been researched. The membership functions for the input virable have been generated by a triple separation. The simulation experiment results of expert system in the heating furnace show that the inference speed is fast and the result is satisfactory.