Harnessing Discrete Differential Geometry: A Virtual Playground for the Bilayer Soft Robots

IF 6.1 Q1 AUTOMATION & CONTROL SYSTEMS
Jiahao Li, Dezhong Tong, Zhuonan Hao, Yinbo Zhu, Hengan Wu, Mingchao Liu, Weicheng Huang
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引用次数: 0

Abstract

Soft robots have garnered significant attention due to their promising applications across various domains. A hallmark of these systems is their bilayer structure, where strain mismatch caused by differential expansion between layers induces complex deformations. Despite progress in theoretical modeling and numerical simulation, accurately capturing their dynamic behavior, especially during environmental interactions, remains challenging. This study presents a novel simulation environment based on the discrete elastic rod (DER) model to address the challenge. By leveraging discrete differential geometry, the DER approach offers superior convergence compared to conventional methods like finite element method, particularly in handling contact interactions—an essential aspect of soft robot dynamics in real-world scenarios. The simulation framework incorporates key features of bilayer structures, including stretching, bending, twisting, and interlayer coupling. This enables the exploration of a wide range of dynamic behaviors for bilayer soft robots, such as gripping, crawling, jumping, and swimming. The insights gained from this work provide a robust foundation for the design and control of advanced bilayer soft robotic systems.

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利用离散微分几何:双层软体机器人的虚拟游乐场
软机器人由于其在各个领域的应用前景而引起了人们的极大关注。这些系统的一个特点是它们的双层结构,其中层之间的差异膨胀引起的应变不匹配引起复杂的变形。尽管在理论建模和数值模拟方面取得了进展,但准确捕捉它们的动态行为,特别是在环境相互作用期间,仍然具有挑战性。本研究提出了一种基于离散弹性杆(DER)模型的新型仿真环境来解决这一挑战。通过利用离散微分几何,与传统方法(如有限元方法)相比,DER方法具有优越的收敛性,特别是在处理接触相互作用方面,这是现实世界中软机器人动力学的一个重要方面。仿真框架结合了双层结构的关键特征,包括拉伸、弯曲、扭曲和层间耦合。这使得探索广泛的动态行为的双层软机器人,如抓取,爬行,跳跃和游泳。从这项工作中获得的见解为先进的双层软机器人系统的设计和控制提供了坚实的基础。
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来源期刊
CiteScore
1.30
自引率
0.00%
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审稿时长
4 weeks
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