Abstract: Based on the fuzzy neural networks, a composite control system without any model was proposed which is used to automatic flatness control (AFC) and automatic gauge control (AGC). The simulation result shows that this system has good performances of convergency and resisting disturbances and gains a satisfied control accuracy of the flatness and the gauge.