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多时滞切换随机系统的有限时间控制:基于k步故障估计技术

Finite-Time Control for Multiple Time Delayed Switched Random Systems via a k-Step Fault Estimation Technique

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 7
ABS 3

中文导读

针对存在执行器与传感器故障、非线性及扰动的多时滞切换随机系统,提出一种有限时间故障估计观测器和控制器,通过广义模糊双曲模型逼近未知动态,实现精确估计与容错控制。

Abstract

This article focuses on the finite-time fault estimation observer and controller design for switched random models subject to multiple time-varying delays. It is assumed that there exist actuator faults, model nonlinearities, external disturbances, and sensor faults in these systems. First, an observer is proposed to obtain the estimations of the system states, disturbances, as well as sensor and actuator faults. Compared with the existing results, the suggested observer estimates these sizes and shapes of states, exogenous disturbances, actuator, and sensor faults more accurately. This kind of unknown nonlinear dynamic can be approached by this generalized fuzzy hyperbolic model. Delay-dependent sufficient conditions of robust mean-square finite-time boundedness are obtained for the error system via a piecewise Lyapunov function. Observer matrices are obtained and finite-time fault estimation is realized. Second, we establish a novel controller based on fault estimation information. In addition, the piecewise function is developed to acquire delay-dependent adequate conditions of finite-time control. Controller matrices are obtained and finite-time fault-tolerant control can be achieved. At last, this validity of the method shown in this work is demonstrated via a practical simulation example.

控制理论故障估计切换系统随机系统有限时间控制