Topology Design and Optimization of Modular Soft Robots (msoros) Capable of Homogenous and Heterogenous Reconfiguration

IF 1.9 4区 工程技术 Q3 ENGINEERING, MECHANICAL Journal of Computational and Nonlinear Dynamics Pub Date : 2023-04-06 DOI:10.1115/1.4062265
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引用次数: 1

Abstract

Highly deformable Modular Soft Robots (MSoRos) have the unique ability to assemble into different topologies, e.g., planar and spherical, which display widely different locomotion modes (e.g., crawling or rolling). This research presents topology design and optimization methodology of MSoRos based on Archimedean solids capable of both heterogeneous and homogeneous spherical and planar reconfiguration. The sequential approach comprises of forward and inverse design processes. The forward design process, based on a selected polyhedron (either Archemedian or Platonic solid), models the robot topology in spherical configuration and generates the planar topology. The inverse design creates the spherical topology given using the planar topology. Reconfiguration alignment is ensured using the discussed polyhedron vertex alignment principle, and the planar and spherical distortion metrics are defined to characterize distortions due to reconfiguration. Optimal topology is obtained by minimizing a cost function that is a weighted sum of the two distortion metrics. As the design processes involve nonlinear projections, the starting base polyhedron for forward design is critical (Archemedian for heterogeneous and Platonic for homogeneous). The optimal trajectory is explored for both the scenarios and with varying weights in the cost function. The result is an MSoRo capable of distinct 1-D and 2-D planar configurations (both heterogeneous and homogeneous) and multiple 3-D spherical configurations of varying radii (both heterogeneous and homogeneous). The methodology is tested on an MSoRo system based on a cuboctahedron (Archimedean solid) and a cube and an octahedron (Platonic solids).
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同质和异质重构模块化软机器人的拓扑设计与优化
高度可变形的模块化软机器人(MSoRos)具有独特的能力,可以组装成不同的拓扑结构,例如平面和球形,可以显示不同的运动模式(例如爬行或滚动)。本研究提出了基于阿基米德固体的非均质和非均质球面和平面重构的MSoRos拓扑设计和优化方法。顺序设计包括正向设计和逆向设计。正演设计过程基于选定的多面体(Archemedian solid或Platonic solid),对机器人的球面拓扑进行建模,并生成平面拓扑。逆设计利用平面拓扑创建给定的球面拓扑。利用所讨论的多面体顶点对齐原理确保重构对齐,并定义了平面和球面畸变度量来表征重构引起的畸变。最优拓扑是通过最小化代价函数获得的,代价函数是两个失真度量的加权和。由于设计过程涉及非线性投影,因此向前设计的起始基多面体是至关重要的(非均匀的是阿基米德多面体,均匀的是柏拉图多面体)。探索了两种情况下的最优轨迹以及成本函数中不同权重的最优轨迹。结果是MSoRo能够具有不同的1-D和2-D平面构型(异质和均匀)以及不同半径的多个3-D球面构型(异质和均匀)。该方法在基于立方体(阿基米德固体)和立方体和八面体(柏拉图固体)的MSoRo系统上进行了测试。
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来源期刊
CiteScore
4.00
自引率
10.00%
发文量
72
审稿时长
6-12 weeks
期刊介绍: The purpose of the Journal of Computational and Nonlinear Dynamics is to provide a medium for rapid dissemination of original research results in theoretical as well as applied computational and nonlinear dynamics. The journal serves as a forum for the exchange of new ideas and applications in computational, rigid and flexible multi-body system dynamics and all aspects (analytical, numerical, and experimental) of dynamics associated with nonlinear systems. The broad scope of the journal encompasses all computational and nonlinear problems occurring in aeronautical, biological, electrical, mechanical, physical, and structural systems.
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