Predefined-Time Fault-Tolerant Control of Rigid Spacecraft With Prescribed Performance

IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Keyu Zhu, Peng Cheng, Jason J. R. Liu
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引用次数: 0

Abstract

This paper proposes a predefined-time fault-tolerant control strategy to address the attitude tracking problem of rigid spacecraft, considering time-varying actuator faults, inertia uncertainties and unknown external disturbances. To ensure both transient and steady-state performance of attitude tracking, prescribed performance functions are introduced, and coordinate transformations are employed to convert constrained tracking errors into unconstrained states. Based on the transformed errors and the command-filtered backstepping recursive design procedure, a predefined-time fault-tolerant controller incorporating radial basis function neural networks (RBFNNs) is systematically developed. RBFNNs are utilized for online estimation and compensation of the system's unknown dynamics, thereby improving control accuracy. The proposed controller guarantees that spacecraft attitude errors converge to minimal neighbourhoods of the origin within a predefined settling time. Finally, comparative simulation results validate the effectiveness of the proposed control approach.

Abstract Image

给定性能的刚性航天器的预定义时间容错控制
针对刚性航天器的姿态跟踪问题,在考虑作动器时变故障、惯性不确定性和未知外界干扰的情况下,提出了一种预定义时间容错控制策略。为了保证姿态跟踪的瞬态和稳态性能,引入了规定的性能函数,并利用坐标变换将有约束的跟踪误差转化为无约束状态。基于变换后的误差和命令滤波后阶递归设计方法,系统地设计了一种基于径向基函数神经网络的预定义时间容错控制器。利用rbfnn对系统的未知动态进行在线估计和补偿,从而提高控制精度。该控制器保证航天器姿态误差在预定的稳定时间内收敛到原点的最小邻域。最后,对比仿真结果验证了所提控制方法的有效性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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