Abstract: The paper introduces the composition of the recognition system for coal gangues and the modeling approach based on standard fuzzy neural network. How to construct the real time separation system with this approach is described with the artificial test. The results of the experimental and theoretical studies demonstrate this system can be satisfied with the design require and has a certain effectiveness.