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首页> 外文期刊>International Journal of Control, Automation, and Systems >Position Control of Robotic Manipulator Using Repetitive Control Basedon Inverse Frequency Response Design
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Position Control of Robotic Manipulator Using Repetitive Control Basedon Inverse Frequency Response Design

机译:基于反频响应设计的重复控制机器人操纵器的位置控制

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摘要

It is very common nowadays to see robotic manipulators performing repetitious work during the assembly process. One of their general tasks is to assemble electronic components which requires high position accuracy along the desired path. Conventional implementation with classical control schemes have proved capable of only limited performance. This paper demonstrates the efficiency achieved by using a repetitive control (RC) structure with the ability to learn from experience to reduce positioning errors from robotic manipulators in performing repetitive tasks. Firstly, the performance of the classical control method is illustrated to show the occurrence of nearly repeated patterns in tracking errors from each period. A simple RC design was then developed, with the aim of eliminating the tracking error in each repetition. However, some tracking errors were still noticeable and could even increase when using an inappropriate gain. An inverse frequency response from the RC design is therefore proposed by taking into consideration stability in the design criteria. The stability and robustness of the RC approach is verified by the experiments. The results show that the proposed method can reduce the tracking error by 99:22% for joint T and 95:03% for joint Z compared to the classical control method. In addition, the tracking error was reduced by 80% for both joints compared to the simple RC design.
机译:如今,非常常见的是,看到在装配过程中执行重复工作的机器人操纵器。其一般任务之一是组装电子元件,其沿所需路径需要高位置精度。已经证明了具有经典控制方案的常规实现能够仅具有有限的性能。本文展示了通过使用重复控制(RC)结构实现的效率,该结构具有学习从机器人操纵器中减少执行重复任务的机器人操纵器的体验。首先,示出了经典控制方法的性能,以显示从每个时段跟踪误差的几乎重复的图案。然后开发了一种简单的RC设计,目的是消除每次重复中的跟踪误差。但是,一些跟踪错误仍然明显,甚至可以在使用不适当的增益时增加。因此,通过在设计标准中考虑稳定性,提出了来自RC设计的逆频率响应。通过实验验证了RC方法的稳定性和稳健性。结果表明,与经典控制方法相比,该方法可以将跟踪误差降低99:22%,对于关节Z,接合Z和95:03%。此外,与简单的RC设计相比,接头的跟踪误差减少了80%。

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