arXiv:2409.08420cs.RO2024-09被引 3

Baloo用软硬混合结构实现强韧柔性抓握,100%成功率挑战复杂物体

Baloo: A Large-Scale Hybrid Soft Robotic Torso for Whole-Arm Manipulation

  • 软硬混合设计结合柔韧与强度,双臂长2米可承重19公斤
  • 30次物理实验中对6类异形物体实现100%成功抓举
  • 简单控制策略即能泛化应用,适合高接触场景作业

软体执行器能在接触密集环境中简化控制器设计,其被动柔顺性可平滑冲击并分散受力。通过集成软体驱动,可完成传统刚性机器人难以实现的高冲击、动态、多接触任务。为探索被动结构柔顺性的优势并有效利用,我们提出名为Baloo的原型全身机械躯干。其软硬混合设计融合软组件的适应性与硬组件的强度,配备两根2米长气动臂安装于刚性躯干上。该设计最大可承载末端执行器负载达19公斤,远超多数同类混合机器人,性能接近同尺寸刚性机器人,但具备更高强度重量比。通过30次真实的全身抓取实验,我们证明简单控制策略可在六种形状、尺寸和重量各异的挑战性物体上实现有效提升。所有实验均达成100%成功率,凸显该软硬混合机器人在接触密集型全臂任务中的潜力。

原文摘要 · Abstract (English)

Soft robotic actuators can simplify the design of controllers when operating in contact-rich environments. Importantly, their passive compliance fundamentally alters contact mechanics by smoothing impacts and distributing forces over large areas. By integrating soft actuators, we can perform high-impact, dynamic, and contact-rich tasks that are challenging or impossible for traditional rigid robots. In order to explore the benefits of passive structural compliance and learn to utilize it effectively, we present a prototype robotic torso named Baloo. Baloo's hybrid soft-rigid design incorporates both adaptability from soft components and strength from rigid components with two meter-long, pneumatic robot arms mounted on a rigid torso. The hybrid design is capable of lifting end effector payloads of up to 19 kg, far exceeding many hybrid robot designs. Such payloads are competitive with similar-sized rigid robots, but with a much higher strength-to-weight ratio. Through 30 physical whole-body grasping experiments, we also demonstrate how a simple control strategy can generalize for effective lifting across six challenging objects with diverse shapes, sizes, and weights. A 100% success rate across all objects--achieved with the simple control strategy--underscores the potential of our hybrid soft-rigid robot design for contact-rich, whole-body tasks.

软体机器人混合设计全臂操作抓取任务

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