The nonlinear dynamic data system (NLDDS) and nonlinear recursive least square (NLRLS)methods are used for modeling，forecasting and control of a piezoelectric actuator with nonlinear hysteresis characteristics in this paper. Neural network is also used for simulation for this purpose. Results of above research show that these methods are feasible and effective.