前向神经网络在自适应控制中应用的研究

论述了前向神经网络自适应控制系统，论证了基于逆向建模的前向神经网络自适应控制方案的可行性，研究提出由该控制方案构成的控制系统不仅结构简单，易于实现，而且具有满意的动态指标．文中还通过一个水槽温度控制系统，进行了神经网络自适应控制仿真，给出了上述神经网络自适应控制方案的具体实现步骤并得出一些结论

Research on Adaptive Control Via Forward Neural Networks

Adaptive control systems by using forward neural networks(FNN) as their controler are generally discussed. Then a new FNN Adaptive Control Scheme based on inverse modelling is proposed and analyzed. The feasibility of the control scheme is expounded by showing its satisfactory dynamic features and other advantages such as simplicity of control structure and convennience of implementation. At last, Simulations of the proposed control scheme are performed for the temperature adjusting system of a water bath. Detailed implementation method and the simulation results are presented.