论文标题

触觉传感机器人操纵器的集成设计管道

An Integrated Design Pipeline for Tactile Sensing Robotic Manipulators

论文作者

Zlokapa, Lara, Luo, Yiyue, Xu, Jie, Foshey, Michael, Wu, Kui, Agrawal, Pulkit, Matusik, Wojciech

论文摘要

传统的机器人操纵器设计方法需要广泛的,耗时的和手动的反复试验,以产生可行的设计。在此过程中,工程师经常会花费时间重新设计或重塑组件,因为他们发现了更好的机器人操纵器拓扑。触觉传感器虽然有用,但由于其庞大的外形而经常使设计变得复杂。我们提出了一条集成的设计管道,以使用针织,类似手套的触觉传感器来简化机器人操纵器的设计和制造。所提出的管道允许设计人员通过应用预定义的图形语法规则来组装模块化开源组件的集合。最终结果是一个直观的设计范式,它允许在几分钟内创建机械手的新虚拟设计。我们的框架使设计人员可以通过基于笼子的几何形状变形来微调操纵器的形状。最后,设计师可以选择用于添加触觉感应的表面。操纵器设计完成后,该程序将自动生成3D打印和编织文件进行制造。我们通过创建四个在现实世界任务上测试的自定义操纵器来证明该管道的实用性:拧紧机翼螺钉,对水瓶进行排序,拿起鸡蛋以及用剪刀切纸。

Traditional robotic manipulator design methods require extensive, time-consuming, and manual trial and error to produce a viable design. During this process, engineers often spend their time redesigning or reshaping components as they discover better topologies for the robotic manipulator. Tactile sensors, while useful, often complicate the design due to their bulky form factor. We propose an integrated design pipeline to streamline the design and manufacturing of robotic manipulators with knitted, glove-like tactile sensors. The proposed pipeline allows a designer to assemble a collection of modular, open-source components by applying predefined graph grammar rules. The end result is an intuitive design paradigm that allows the creation of new virtual designs of manipulators in a matter of minutes. Our framework allows the designer to fine-tune the manipulator's shape through cage-based geometry deformation. Finally, the designer can select surfaces for adding tactile sensing. Once the manipulator design is finished, the program will automatically generate 3D printing and knitting files for manufacturing. We demonstrate the utility of this pipeline by creating four custom manipulators tested on real-world tasks: screwing in a wing screw, sorting water bottles, picking up an egg, and cutting paper with scissors.

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