The property of PID Elman neural network and its application in identification of hydraulic unit

被引：0
|
作者：
Ji, Qiao-ling [1 ]
Qi, Wei-Min [2 ]
机构：
[1] Wuhan Univ Sci & Engn, Inst Mech & Elect Engn, Wuhan 430073, Peoples R China
[2] Jianghan Univ, Inst Phys & Informat Engn, Wuhan, Peoples R China
来源：
2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7 | 2007年
关键词：
Elman neural network; PID Elman; nonlinear dynamic system;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Elman neural network was one of the dynamic recurrent neural networks. In this paper, a modified Elman network was introduced first. Then we proposed a PIID Elman neural network and its learning algorithms are discussed in detail. Simulation results based on ideal mathematical model and hydraulic unit model show that the PID Elman network is prior to the modified Elman network in identifying nonlinear dynamic system.
引用
收藏
页码：2383 / +
页数：2
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