具有执行器故障和未知干扰的机器人自适应规定时间容错控制

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Ze Zhang , Ticao Jiao , Yuxia Li , Bo Li , Haibin Sun
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引用次数: 0

摘要

研究了机器人在执行器故障和未知干扰情况下的规定时间容错控制问题。首先,通过引入在全时域上定义的一类新的规定时间函数,建立了一种新的规定时间稳定性理论。然后,构造了一种新的扰动观测器,在规定的时间内准确估计外部扰动。在此基础上,提出了一种自适应规定时间容错跟踪控制方法。将所提出的定时扰动观测器与自适应技术相结合,对未知扰动和执行器故障的影响进行补偿。为了进一步降低计算复杂度,采用命令滤波器逼近虚拟控制函数,然后设计一个定时稳定系统来补偿逼近误差。与已有结果相比,所设计的规定时间控制器不涉及无穷变量,并且在规定时间内完成跟踪目标并在规定时间后保持跟踪目标。最后,通过仿真结果验证了所提控制器的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive prescribed-time fault-tolerant control of robotic manipulators with actuator faults and unknown disturbances
This paper focuses on the problem of prescribed-time fault-tolerant control of robotic manipulators subject to actuator faults and unknown disturbances. First, by introducing a new type of prescribed-time functions defined on the whole time domain, we develop a novel prescribed-time stability theory. Then, a new type of disturbance observers is constructed to exactly estimate the external disturbance within a prescribed time. Based on these preparations, an adaptive prescribed-time fault-tolerant tracking control approach is developed. The combination of the proposed prescribed-time disturbance observer and the adaptive technology is employed to compensate the influence of unknown disturbances and actuator faults. To further reduce the computation complexity, a command filter is used to approximate the virtual control function and then a prescribed-time stable system is designed to compensate the approximation error. Compared with existing results, the designed prescribed-time controller does not involve infinite variables, moreover the tracking objective is completed at the prescribed time and maintained after the prescribed time. Finally, the effectiveness of the proposed controller is validated through simulation results.
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来源期刊
European Journal of Control
European Journal of Control 工程技术-自动化与控制系统
CiteScore
5.80
自引率
5.90%
发文量
131
审稿时长
1 months
期刊介绍: The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field. The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering. The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications. Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results. The design and implementation of a successful control system requires the use of a range of techniques: Modelling Robustness Analysis Identification Optimization Control Law Design Numerical analysis Fault Detection, and so on.
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