圆锥破碎机神经元自适应控制策略研究

Application of Neural Unit Adaption Controller in Gyratory Crusher

提出了一种具有单层神经元自适应控制方法，该方法引入了单层神经元模型（ADALINE模型）的修正函数．根据该函数对神经元自适应控制的3个输出权值进行在线、实时调整，从而实现了该控制器在尽可能小的超调情况下快速达到稳态，并且具有强抗干扰能力．经现场测定圆锥破碎机参数，给出了计算机仿真结果．

In this paper，the neural unit adaptive controllerNUAChas been applied to gyratory crusher by approximating the controlled subject into 2 orders with the delay process linear model the design of a 2orders with the delay process linear system NUAC has been discussed in detail computer simulation has been done in all kinds of control condition． This paper has designed a neural unit adaptive controller for gyratory crusher using adaline calibration algorithm to ensure its good dynamic performance． the computer simulation results show better performance than PID controller and reach the control demand of gyratory crusher ．