arXiv:2412.03046cs.RO2024-12被引 4

改进软体机器人动力学模型,实现快速精确模拟。

Real-time Dynamics of Soft Manipulators with Cross-section Inflation: Application to the Octopus Muscular Hydrostat

  • 引入截面膨胀变量,捕捉软臂横向变形。
  • 结合超弹性与黏弹性模型,准确描述材料动态响应。
  • 算法兼顾精度与效率,适合实时控制与生物运动研究。

受章鱼等生物体的具身智能启发,软体机械臂利用其高度柔性结构在复杂环境中执行多种任务。经典柯西杆理论虽能分析软臂的弯曲、扭转、剪切和拉伸,但无法捕捉某些任务中发生的平面内变形,尤其是涉及主动侧向牵引的情况。本文提出一种扩展的柯西杆理论,通过引入反映平面内膨胀比的额外应变变量来弥补这一缺陷。为准确描述软体材料的动力学黏弹性效应,模型在本构关系中融合了圣文南-基尔霍夫超弹性模型与凯尔文-伏伊特黏性模型。主动载荷与环境载荷均被纳入运动方程,并采用几何可变应变(GVS)方法进行数值求解,以平衡精度与计算效率。本文贡献包括动态环境下扩展柯西杆理论的推导,以及开发了一种降阶数值方法,实现快速且精确的求解。模型应用于软机械臂刚度调节及章鱼臂复杂运动研究,验证了其有效性。

原文摘要 · Abstract (English)

Inspired by the embodied intelligence of biological creatures like the octopus, the soft robotic arm utilizes its highly flexible structure to perform various tasks in the complex environment. While the classic Cosserat rod theory investigates the bending, twisting, shearing, and stretching of the soft arm, it fails to capture the in-plane deformation that occurs during certain tasks, particularly those involving active lateral traction. This paper introduces an extended Cosserat rod theory addressing these limitations by incorporating an extra strain variable reflecting the in-plane inflation ratio. To accurately describe the viscoelasticity effect of the soft body in dynamics, the proposed model enhances the constitutive law by integrating the Saint-Venant Kirchhoff hyperelastic and Kelvin-Voigt viscous models. The active and environmental loads are accounted for the equations of motion, which are numerically solved by adapting the Geometric Variable Strain (GVS) approach to balance the accuracy and computational efficiency. Our contributions include the derivation of the extended Cosserat rod theory in dynamic context, and the development of a reduced-order numerical method that enables rapid and precise solutions. We demonstrate applications of the model in stiffness tuning of a soft robotic arm and the study of complex octopus' arm motions.

软体机器人动力学建模生物启发实时仿真

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