具有执行器故障和输入滞后的不确定随机非线性系统的模糊自适应补偿控制

Fuzzy Adaptive Compensation Control of Uncertain Stochastic Nonlinear Systems With Actuator Failures and Input Hysteresis

IEEE Transactions on Cybernetics · 2017
被引 65
ABS 3

中文导读

针对同时存在执行器故障和输入滞后的随机非线性系统,提出一种基于模糊逻辑和反步法的控制方案,保证跟踪误差在预设范围内且所有信号有界。

Abstract

Hysteresis exists ubiquitously in physical actuators. Besides, actuator failures/faults may also occur in practice. Both effects would deteriorate the transient tracking performance, and even trigger instability. In this paper, we consider the problem of compensating for actuator failures and input hysteresis by proposing a fuzzy control scheme for stochastic nonlinear systems. Compared with the existing research on stochastic nonlinear uncertain systems, it is found that how to guarantee a prescribed transient tracking performance when taking into account actuator failures and hysteresis simultaneously also remains to be answered. Our proposed control scheme is designed on the basis of the fuzzy logic system and backstepping techniques for this purpose. It is proven that all the signals remain bounded and the tracking error is ensured to be within a preestablished bound with the failures of hysteretic actuator. Finally, simulations are provided to illustrate the effectiveness of the obtained theoretical results.

随机非线性系统模糊控制自适应控制执行器故障输入滞后