摘要
针对单神经元自适应PSD的特点,提出一种根据误差的大小而采用不同单神经元控制器结构的算法,分析了其稳定性和收敛性。对基于变结构神经元自适应PSD控制器的非织造布面密度在线控制系统进行了仿真研究与实际应用。结果表明改进后的控制器在稳定性和快速性方面都有很大的改善。
Considering the disadvantage in the respone speed of the single neuron adaptive PSD controller, a algorithm is proposed to increase the response speed which can accordingly the different (single neuron adaptive) PSD controller on the basis of kind of system error. the stability and the convergence are analyzed. The application and simulation results of the based on the online control system with basisweight of nonwovens fabric improved the the variable structure singleneuron PSD adaptive controller have proven that the algorithm is effective in applications.
出处
《机械与电子》
2004年第4期36-39,共4页
Machinery & Electronics
关键词
神经元自适应
PSD控制器
变结构
快速性
adaptive neuron
PSD controller
variable structure
the response speed
