Orthogonal least squares algorithm (OLS) using the orthogonal method, independent calculation the return on the output of the operator contribution to select the center of basis function of dynamic fuzzy neural network, adjustments in the network structure of the disturbance is relatively small. Simulation results show that the method over other methods of construction of the network system is more suitable for real-time field