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一类带有广义不确定性非线性系统的自适应模糊反演控制
引用本文:朱国栋.一类带有广义不确定性非线性系统的自适应模糊反演控制[J].科学技术与工程,2012,12(15):3620-3625.
作者姓名:朱国栋
作者单位:1. 西北工业大学自动化学院,西安,710129
2. 西安职业技术学院机电工程系,西安,710032
基金项目:博士学科点专项科研基金资助项目
摘    要:本文结合自适应控制、模糊控制和反演控制方法,针对带有广义不确定性的严格块反馈型非线性系统,设计了一种自适应模糊反演控制律。对反演控制律设计的不足之处,采用自适应模糊控制去逼近非线性系统中带有广义不确定性的非线性函数,从而实现了无需精确数学模型的全新控制律,避免了因存在不确定性对系统带来的不良影响。在此基础上,利用李亚普诺夫方法分析了系统的稳定性和收敛性。仿真结果表明:本文所设计的控制律,对严格块反馈型非线性系统中存在的不确定因素具有较强的鲁棒性和自适应性。

关 键 词:广义不确定性  非线性系统  自适应模糊控制  反演控制
收稿时间:2/29/2012 3:32:33 PM
修稿时间:3/7/2012 12:43:04 PM

Adaptive fuzzy back-stepping control of a class of nonlinear systems with bounded uncertainties
ZHU Guo-dong.Adaptive fuzzy back-stepping control of a class of nonlinear systems with bounded uncertainties[J].Science Technology and Engineering,2012,12(15):3620-3625.
Authors:ZHU Guo-dong
Institution:2(College of Automation,Northwestern Polytechnical University1,Xi’an 710129,P.R.China; Electrical and Mechanical Department,Xi’an Vocational and Technical College2,Xi’an 710032,P.R.China)
Abstract:Based on back-stepping design, adaptive control and fuzzy control, a new adaptive fuzzy back-stepping control law was designed for strictly block type of feedback nonlinear systems control with bounded uncertainties. Adaptive fuzzy control method to approximate a nonlinear function with bounded uncertainties of nonlinear systems by analyzing the disadvantage of common back-stepping. New control law of the nonlinear systems is achieved without accurate mathematical model. The method overcomes the impact of the bounded uncertainties on the control system. On this basis, the system stability and convergence are proved by Lyapunov method. Simulation results indicate that the designed control law has strong robustness and adaptability, uncertainties that exist in the strict block feedback nonlinear systems.
Keywords:generalized uncertainty nonlinear system adaptive fuzzy control back-stepping control
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