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非线性多时滞系统的直接自适应模糊控制
DIRECT ADAPTIVE FUZZY CONTROL FOR NONLINEAR SYSTEMS WITH MULTIPLE TIME DELAYS
【摘要】 针对一类单输入单输出非线性多时滞系统,提出了一种自适应模糊跟踪控制方案.该方案结合了自适应控制和H_∞控制.构建了自适应时滞模糊逻辑系统用来逼近未知时滞函数;设计了H_∞补偿器来抵消模糊逼近误差和外部扰动.根据跟踪误差给出了参数调节规律.证明了误差闭环系统满足期望的H_∞跟踪性能.仿真结果表明了该方案的有效性.
【Abstract】 A direct adaptive fuzzy tracking control scheme is proposed for a class of SISO nonlinear systems with multiple time delays.The control scheme combines adaptive control with H_∞control.Adaptive fuzzy logic systems with time delays are constructed to approximate the unknown functions with time delays.An H_∞compensator is designed to eliminate fuzzy approximation errors and external disturbances.The adaptive laws of the parameters are derived by the tracking error.It is proved that the error closed-loop system satisfies the expected H_∞tracking performance.The effectiveness of the proposed control scheme is demonstrated by a simulation example.
【Key words】 Nonlinear systems; SISO; time delays; fuzzy logic systems; tracking control;
- 【文献出处】 系统科学与数学 ,Journal of Systems Science and Mathematical Sciences , 编辑部邮箱 ,2011年12期
- 【分类号】TP13
- 【下载频次】94