Adaptive backstepping control for a class of uncertain systems with actuator delay and faults

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2024-01-06 DOI:10.1177/01423312231200054
Dong Guo, Peng Jiang, Jun Liu, Jianping Cai, Igor Bychkov, A. Hmelnov
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Abstract

Unknown actuator failures are inevitable in practical systems. At the same time, time delay exists in many physical actuators, and the system performance will be affected by such actuator delay and faults. However, the results of studies that attempt to compensate for unknown failures of actuators with time delay are still very limited. In this paper, such a problem is studied, and an adaptive control scheme is proposed based on backstepping approaches. First, the input delay of actuator faults and output disturbances are transformed into unknown effects on the output signal. In the backstepping recursive design, these unknown effects will accumulate to the last step of the controller design. Then, a new Lyapunov function is constructed by introducing auxiliary signals to prove the stability of the system. It is shown that the proposed control scheme can compensate for the effects caused by unknown actuator failures and input delays. The stability of the closed-loop system can be guaranteed by this adaptive controller. Finally, simulation studies are used to verify the effectiveness of the proposed scheme.
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一类具有执行器延迟和故障的不确定系统的自适应反步进控制
在实际系统中,未知执行器故障是不可避免的。同时,许多物理执行器都存在时间延迟,这种执行器延迟和故障会影响系统性能。然而,试图用时间延迟来补偿执行器未知故障的研究成果仍然非常有限。本文对这一问题进行了研究,并提出了一种基于反步进方法的自适应控制方案。首先,将执行器故障的输入延迟和输出干扰转化为对输出信号的未知影响。在反步法递归设计中,这些未知影响将累积到控制器设计的最后一步。然后,通过引入辅助信号构建新的 Lyapunov 函数来证明系统的稳定性。结果表明,所提出的控制方案可以补偿未知执行器故障和输入延迟造成的影响。这种自适应控制器可以保证闭环系统的稳定性。最后,通过仿真研究验证了所提方案的有效性。
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
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