基于扰动观测器的具有规定性能的自适应容错控制连续机器人

IF 2.2 3区 工程技术 Q2 ENGINEERING, MECHANICAL Actuators Pub Date : 2024-07-14 DOI:10.3390/act13070267
Shoulin Xu
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引用次数: 0

摘要

本文研究了针对连续体机器人的自适应容错控制(AFTC)方案,该机器人面临未知致动器故障、动态不确定性、未知干扰和规定性能。具体来说,为了处理不确定性,采用了函数逼近技术(FAT)来评估未知致动器故障和连续机器人的不确定动态。然后,开发一个非线性扰动观测器(DO)来估计未知复合扰动,其中包含未知扰动和 FAT 的近似误差。此外,规定误差约束被视为时变约束,控制器设计方法基于非对称壁垒李亚普诺夫函数(BLF),该函数的运行严格保证了连续机器人的稳态和瞬态性能。随后,仿真结果验证了所提出的 AFTC 在处理未知致动器故障、不确定性、未知干扰和规定性能方面的有效性。最后,通过实验验证了所提出的 AFTC 方案的有效性。
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Disturbance Observer-Based Adaptive Fault Tolerant Control with Prescribed Performance of a Continuum Robot
This paper studies an adaptive fault tolerant control (AFTC) scheme for a continuum robot subjected to unknown actuator faults, dynamics uncertainties, unknown disturbances, and prescribed performance. Specifically, to deal with uncertainties, a function approximation technique (FAT) is employed to evaluate the unknown actuator faults and uncertain dynamics of the continuum robot. Then, a nonlinear disturbance observer (DO) is developed to estimate the unknown compounded disturbance, which contains the unknown disturbances and approximation errors of the FAT. Furthermore, the prescribed error bound is treated as a time-varying constraint, and the controller design method is based on an asymmetric barrier Lyapunov function (BLF), which is operated to strictly ensure the steady-state and transient performance of the continuum robot. Afterwards, the simulation results validate the effectiveness of the proposed AFTC in dealing with the unknown actuator faults, uncertainties, unknown disturbances, and prescribed performance. Finally, the effectiveness of the proposed AFTC scheme is verified through experiments.
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来源期刊
Actuators
Actuators Mathematics-Control and Optimization
CiteScore
3.90
自引率
15.40%
发文量
315
审稿时长
11 weeks
期刊介绍: Actuators (ISSN 2076-0825; CODEN: ACTUC3) is an international open access journal on the science and technology of actuators and control systems published quarterly online by MDPI.
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