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自适应神经网络PID控制器
引用本文:师玉宝. 自适应神经网络PID控制器[J]. 青海大学学报, 2005, 23(2): 67-70
作者姓名:师玉宝
作者单位:青海大学化工学院 青海西宁810016
摘    要:提出了一种新型神经网络PID控制器,其学习速率是通过三层前向BP网络在线辨识学习,使神经元有较强的智能性、自适应和自学习的能力;同时,将Smith预估器与神经元PID控制器相结合,能更有效地抑制纯滞后的影响。仿真结果表明该控制器有较好的控制效果和鲁棒性。

关 键 词:PID控制器 神经元 神经网络 Smith预估器
文章编号:1006-8996(2005)02-0067-04

Neural network PID controller of the self-adaptation
SHI Yu-bao. Neural network PID controller of the self-adaptation[J]. Journal of Qinghai University(Natural Science), 2005, 23(2): 67-70
Authors:SHI Yu-bao
Abstract:This text put forward a kind of new-type neural network PID controller,the speed of study of this controller distinguished and studied online to BP network before three layers,Make neuron have a strong one intelligent,self-adaptation and from the ability of study;The estimating Smith in advance device combine with neuron PID controller,can suppress the pure influence that lags behind more effectively.The emulation result shows:this controller has better control result and stupid and excellent.
Keywords:PID controller  neuron  neural network  Smith estimator
本文献已被 CNKI 维普 万方数据 等数据库收录!
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