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具有动态不确定性和执行器故障的严格反馈非线性系统的基于有限时间规定性能的自适应模糊控制

Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults.

作者信息

Wang Huanqing, Bai Wen, Zhao Xudong, Liu Peter Xiaoping

出版信息

IEEE Trans Cybern. 2022 Jul;52(7):6959-6971. doi: 10.1109/TCYB.2020.3046316. Epub 2022 Jul 4.

DOI:10.1109/TCYB.2020.3046316
PMID:33449903
Abstract

In this article, finite-time-prescribed performance-based adaptive fuzzy control is considered for a class of strict-feedback systems in the presence of actuator faults and dynamic disturbances. To deal with the difficulties associated with the actuator faults and external disturbance, an adaptive fuzzy fault-tolerant control strategy is introduced. Different from the existing controller design methods, a modified performance function, which is called the finite-time performance function (FTPF), is presented. It is proved that the presented controller can ensure all the signals of the closed-loop system are bounded and the tracking error converges to a predetermined region in finite time. The effectiveness of the presented control scheme is verified through the simulation results.

摘要

本文针对一类存在执行器故障和动态干扰的严格反馈系统,研究了基于有限时间规定性能的自适应模糊控制。为解决与执行器故障和外部干扰相关的难题,引入了一种自适应模糊容错控制策略。与现有的控制器设计方法不同,提出了一种改进的性能函数,称为有限时间性能函数(FTPF)。证明了所提出的控制器能够确保闭环系统的所有信号有界,且跟踪误差在有限时间内收敛到预定区域。通过仿真结果验证了所提控制方案的有效性。

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