执行器故障下移动机器人容错自重构路径点制导

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Himanshu , Raja Rout , Tarun K. Bera , Nizar Chatti
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引用次数: 0

摘要

提出了一种适用于四轮驱动移动机器人的容错自适应路点制导算法,该算法实现了基于模型的故障检测、隔离和重构。设计了一种增益最优的反步控制器用于航路点跟踪,以解决执行器饱和和故障时的不确定性问题。该方法保证了每个车轮所需的最优驱动信号,同时考虑了驱动器的约束条件。从移动机器人的键合图(BG)模型中导出了解析冗余关系(arr),并将其用于执行器故障的检测和隔离。仿真和实验验证了FT-AG算法的有效性。实验结果表明,该控制器能够成功地对故障进行自我重构,保证了航路点的持续跟踪,且与期望路径的偏差最小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fault tolerant self-reconfigurable waypoint guidance for mobile robots under actuator faults
This paper presents a fault-tolerant adaptive waypoint guidance algorithm for a four-wheel-drive mobile robot that implements model-based fault detection, isolation (FDI), and reconfiguration. A backstepping controller with optimal gains are designed for waypoint tracking to deal with actuator saturation and uncertainties in the presence of faults. This proposed approach guarantees an optimal actuation signal required for each wheel and simultaneously considers the actuator constraints. The analytical redundancy relations (ARRs) are derived from the mobile robot’s bond graph (BG) model and are used to detect and isolate actuator faults. Simulations and experimental test validate the effectiveness of the FT-AG algorithm. The obtained results demonstrate that the proposed controller can successfully reconfigure itself in response to faults, ensuring continued waypoint tracking with minimal deviation from the desired path.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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