Uncertain nonlinear time-delay system adaptive fuzzy PI sliding tracking control

Tsung-Chih Lin, Hsi-Chun Huang
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引用次数: 3

Abstract

In order to deal with large and fast external disturbance, system uncertainties and system time delay, an adaptive fuzzy controller constructed by time delay fuzzy logic system (TDFLS) is proposed for unknown nonlinear time-delay systems which are infinite dimensional in nature. An adaptive time delay fuzzy logic system is used to approximate the unknown time delay system functions, in the meantime proportional integral (PI) sliding mode controller is designed to attenuate chattering problem resulting from the fast and large external disturbance. Based on the Lyapunov theory of stability, the free parameters of the adaptive fuzzy controller and PI controller coefficients can be tuned on-line by output feedback adaptive laws which are derived from tracking and approximation errors. The simulation results show that not only the chattering phenomena can be attenuated but also the prescribed tracking performance can be preserved by the advocated control scheme.
不确定非线性时滞系统自适应模糊PI滑动跟踪控制
为了处理大而快速的外部干扰、系统不确定性和系统时滞,针对未知的无限维非线性时滞系统,提出了一种由时滞模糊逻辑系统(TDFLS)构造的自适应模糊控制器。采用自适应时滞模糊逻辑系统逼近未知时滞系统函数,同时设计了比例积分(PI)滑模控制器来衰减由快速大的外部干扰引起的抖振问题。基于李雅普诺夫稳定性理论,利用由跟踪误差和逼近误差导出的输出反馈自适应律,可以在线调整自适应模糊控制器的自由参数和PI控制器系数。仿真结果表明,所提出的控制方案既能有效地抑制抖振现象,又能保持既定的跟踪性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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