改善具有时变延迟的区间型-2 T-S 模糊系统的干扰抑制和跟踪性能

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Jia-Yu Zhao, Tao Zhao
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引用次数: 0

摘要

本文研究了一类具有时变延迟的区间-2 T-S 模糊系统(IT-2 TSFS)的干扰抑制问题。首先,构建了一个由内部模型、观测器和改进等效输入干扰(IEID)组成的增强动态 IT-2 TSFS。在模糊控制器中插入 IEID 估计器,以补偿未知的外部干扰。同时,设计了一种包括状态反馈、内部模型前馈、误差反馈和 IEID 的控制器结构,以提高 IT-2 TSFS 的干扰抑制性能。然后,控制器设计问题被转化为增强动态系统的稳定性问题。此外,还利用积分变量和成员函数(MFs)的信息构建了 Lyapunov-Krasovskii 函数(LKF)。利用 MFS 的时间导数信息,设计出具有切换规则的控制器。为了降低系统设计条件的保守性并提高自由度,在控制系统的稳定性分析中引入了松弛矩阵和上下 MFs 信息。最后,通过数值模拟验证了我们所提方法的可用性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving disturbance rejection and tracking performance of interval type-2 T-S fuzzy systems with time-varying delay
In this paper, the issue of disturbances rejection for a class of interval type-2 T-S fuzzy systems (IT-2 TSFSs) with time-varying delay is studied. First, an augmented dynamic IT-2 TSFS composed of an internal model, observer, and improved equivalent input disturbance (IEID) is constructed. The IEID estimator is inserted into the fuzzy controller to compensate for unknown external disturbances. Meanwhile, a controller structure including state feedback, internal model feedforward, error feedback, and IEID is designed to improve the disturbance rejection performance of the IT-2 TSFSs. Then, the controller design problem is transformed into a stability problem of the augmented dynamic system. In addition, a Lyapunov-Krasovskii functional (LKF) is constructed which relies on the information of integral variables and membership functions (MFs). Using the time derivative information of the MFS, the controller with switching rules is designed. To reduce the conservatism of the system design conditions and improve the degree of freedom, the slack matrix and upper and lower MFs information are introduced in the stability analysis of the control system. Finally, the availability and advantages of our proposed method are validated through a numerical simulation.
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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