用仿生材料梯度提升跳跃机器人的性能表现。
Materials Matter: Investigating Functional Advantages of Bio-Inspired Materials via Simulated Robotic Hopping
- 在机器人腿部设计材料梯度,替代均匀材质。
- 材料梯度使斜坡跳跃误差降低35%,能耗减少23%。
- 适合关注仿生设计与智能材料的机器人研究者。
与自然界中丰富的材料多样性相比,大多数机器人仍采用铝、不锈钢和3D打印线材的组合。传统机器人通常假设为刚体动力学。然而,自然界中的多个案例表明,材料物理属性的变化可带来功能优势。本文研究非刚性材料对单足跳跃机器人功能性能的影响,并探讨材料属性的建模与仿真方法。仿真结果表明,腿部材料梯度设计优于均质结构:在斜坡跳跃任务中,密度递增的材料梯度可使跟踪误差降低35%,功率消耗减少23%。通过借鉴自然界的模量与密度各向异性,未来机器人制造可实现减振、扭矩补偿、结构抗疲劳与磨损,提升系统完整性。该仿真系统可为定制化智能材料梯度的机器人运动装置提供启发。
原文摘要 · Abstract (English)
In contrast with the diversity of materials found in nature, most robots are designed with some combination of aluminum, stainless steel, and 3D-printed filament. Additionally, robotic systems are typically assumed to follow basic rigid-body dynamics. However, several examples in nature illustrate how changes in physical material properties yield functional advantages. In this paper, we explore how physical materials (non-rigid bodies) affect the functional performance of a hopping robot. In doing so, we address the practical question of how to model and simulate material properties. Through these simulations we demonstrate that material gradients in the leg of a single-limb hopper provide functional advantages compared to homogeneous designs. For example, when considering incline ramp hopping, a material gradient with increasing density provides a 35% reduction in tracking error and a 23% reduction in power consumption compared to homogeneous stainless steel. By providing bio-inspiration to the rigid limbs in a robotic system, we seek to show that future fabrication of robots should look to leverage the material anisotropies of moduli and density found in nature. This would allow for reduced vibrations in the system and would provide offsets of joint torques and vibrations while protecting their structural integrity against reduced fatigue and wear. This simulation system could inspire future intelligent material gradients of custom-fabricated robotic locomotive devices.
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