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基于小波变换的电液伺服试验系统多变量控制
引用本文:刘一江,易理刚,童桦. 基于小波变换的电液伺服试验系统多变量控制[J]. 计算机测量与控制, 2003, 11(12): 943-946
作者姓名:刘一江  易理刚  童桦
作者单位:湖南大学,省重点实验室结构损伤诊断中心,湖南,长沙,410082
摘    要:针对电液伺服系统的复杂非线性和参数不确定性特性,提出一种基于小波变换的“主控制器”结合“带有智能权函数模糊控制器”的复合控制策略,并用于电液伺服系统的多变量控制。主控制器由一个包含PID控制规则的神经网络构成,在整个系统控制中起着主导作用;“模糊控制器”的作用是抑制干扰,保证系统响应的快速性。仿真试验结果证明,该方法具有良好的自学习和自适应解耦控制性能,能有效地提高系统的稳态精度,使系统具有较强鲁棒性,并具有响应速度快、超调量小等特点;可用于电液伺服试验系统的多变量控制。

关 键 词:电液伺服试验系统 多变量控制 小波变换 神经网络
文章编号:1671-4598(2003)12-0943-04
修稿时间:2003-01-05

Multivariable Control of Electro-hydraulic Servo Testing System Based on Wavelet
LIU Yi-jiang,YI Li-gang,TONG Huaiagnose,Hunan University,Changsha,China). Multivariable Control of Electro-hydraulic Servo Testing System Based on Wavelet[J]. Computer Measurement & Control, 2003, 11(12): 943-946
Authors:LIU Yi-jiang  YI Li-gang  TONG Huaiagnose  Hunan University  Changsha  China)
Affiliation:LIU Yi-jiang,YI Li-gang,TONG Huaiagnose,Hunan University,Changsha410082,China)
Abstract:As for complicated characteristics of Electro-hydraulic Servo system,such as non-linearity and parameter un-definite,a composite controller algorithm of using a host controller combined with an intelligent weight function fuzzy controller based on wavelet transform is presented.The host controller is made up of neuron nets of containing PID control rules,it plays a leading role in the whole system controlling;fuzzy controller takes affect of restraining interference and ensures speedy of system responding .Simulation and testing show that this algorithm has good self study and adaptive decoupling control properties.It has good performance,small overshoot and can reduce the static error effectively.It may be used in multi variable control of Electro-hydraulic Servo testing system.
Keywords:wavelet transform  system identification  electro-hydraulic servo system  multi variable system  PID neuron net control  fuzzy control
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