具有部件故障的随机全驱动系统的自适应容错控制

Adaptive Fault-Tolerance Control for Stochastic Fully Actuated Systems With Component Faults

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025
被引 4
ABS 3

中文导读

针对受部件故障影响的随机全驱动系统,提出自适应状态反馈和基于观测器的容错控制策略,通过混合阶反步法保证系统稳定,并用数值和物理实例验证有效性。

Abstract

This article delves into fault-tolerant control (FTC) for stochastic fully actuated systems (SFASs) affected by component faults. Parallel to most existing studies focusing on deterministic fully actuated systems (FASs), this work considers the impact of stochastic disturbances. To stabilize the system states effectively, an adaptive state feedback FTC law is developed using a novel mixed-order backstepping technique in the sense of expectation. Under the circumstance of limited measurement, an observer-based FTC framework is also established with the necessary and sufficient condition for the distinguishableness of component faults. Both the devised fault compensation strategies ensure performance by constraining all signals within the prescribed probabilistic bounds, underscoring the advantages inherent in the FAS methodology concurrently. Finally, numerical and physical examples validate the efficacy of the proposed method.

容错控制随机系统全驱动系统自适应控制故障诊断