具有绝对状态和相对状态的连续机械臂的降阶与离散集总系统模型

S. Sadati, A. Shiva, Seyedeh Elnaz Naghibi, Caleb Rucker, L. Renson, C. Bergeles, K. Althoefer, T. Nanayakkara, H. Hauser, I. Walker
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引用次数: 15

摘要

-可靠、准确、简单的动力学模型对连续统机械臂的分析、设计和控制至关重要。这样的模型应该是快速的,尽可能简单和用户友好的,被不断增长的机器人研究社区广泛接受。本文介绍了连续统机械臂的两种新的建模方法:一般降阶模型(ROM)和具有绝对状态和Euler-Bernoulli梁段的离散模型(EBA)。此外,对最近提出的基于欧拉-伯努利梁段和相对状态(EBR)的离散模型提出了一种新的公式。通过与实验结果的对比,验证了模型的有效性。结果表明,对于状态数较少的系统,ROM模型具有较高的仿真精度(8-14%的归一化误差)和数值鲁棒性,而EBA模型具有接近实时的计算效率,适用于大型系统。最后简要讨论了控制和观察场景设计的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reduced Order vs. Discretized Lumped System Models with Absolute and Relative States for Continuum Manipulators
—A reliable, accurate, and yet simple dynamic model is important to analyze, design and control continuum manipulators. Such models should be fast, as simple as possible and user-friendly to be widely accepted by the ever-growing robotics research community. In this study, we introduce two new mod- eling methods for continuum manipulators: a general reduced-order model (ROM) and a discretized model with absolute states and Euler-Bernoulli beam segments (EBA). Additionally, a new formulation is presented for a recently introduced discretized model based on Euler-Bernoulli beam segments and relative states (EBR). The models are validated in comparison to ex- perimental results for dynamics of a STIFF-FLOP continuum appendage. Our comparison shows higher simulation accuracy (8-14% normalized error) and numerical robustness of the ROM model for a system with small number of states, and computational efficiency of the EBA model with near real-time performances that makes it suitable for large systems. The challenges with designing control and observation scenarios are briefly discussed in the end.
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