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。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模拟应用。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 response speed of the single neuron adaptive PSD controllers algorithm is proposed to increase the response speed which can accordingly use 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 are made based on the on-line control system with basis-weight for nonwoven fabric. The results have proved that the algorithm is effective in applications.
出处
《仪器仪表学报》
EI
CAS
CSCD
北大核心
2005年第6期640-642,646,共4页
Chinese Journal of Scientific Instrument
基金
江苏省高校自然科学研究指导性计划(04KJD460238)
扬州市社会发展计划(YZ2004051)资助项目
关键词
变结构
神经元自适应
PSD控制器
快速性
Variable structure Adaptive neuron PSD controller Response speed
