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利用具有闭环反馈过程的软机器人进行物体滑动的人工皮肤感知

Artificial Cutaneous Sensing of Object Slippage using Soft Robotics with Closed-Loop Feedback Process.

作者信息

Sekine Tomohito, Wang Yi-Fei, Hong Jinseo, Takeda Yasunori, Miura Reo, Watanabe Yushi, Abe Mai, Mori Yoshiki, Wang Zhongkui, Kumaki Daisuke, Santos Fabrice Domingues Dos, Miyabo Atsushi, Kawamura Sadao, Tokito Shizuo

机构信息

Research Center for Organic Electronics (ROEL) Graduate School of Science and Engineering Yamagata University 3-4-16, Jonan Yonezawa Yamagata 992-8510 Japan.

Department of Robotics Ritsumeikan University 1-1-1 Noji-higashi Kusatsu Shiga 525-8577 Japan.

出版信息

Small Sci. 2021 Feb 7;1(3):2100002. doi: 10.1002/smsc.202100002. eCollection 2021 Mar.

Abstract

Tactile sensing is desirable for skillful object handling in soft robotics applications. Real-time measurement and identification of dynamic shear forces are crucial for slip detection and object interaction. This study proposes a soft sensor with a closed-loop feedback system for dynamic shear force detection to address object slippage in a soft robotic gripper. The sensor is made of a ferroelectric polymer with nanocarbon materials because of the resulting improved crystallinity and good sensitivity. The sensor shows high performance and high-speed response for detecting dynamic shear forces when fragile objects (e.g., vegetables) slip from the soft gripper. The artificial cutaneous sensor shows high sensitivity for grasping such objects with the gripper. Furthermore, the feedback system provides a control system for operations and avoids the need for training for various tasks, thus demonstrating the potential of the proposed system for novel soft robotics applications such as biomimetic electronic skin.

摘要

在软机器人应用中,触觉传感对于熟练地操作物体是很有必要的。动态剪切力的实时测量和识别对于滑动检测和物体交互至关重要。本研究提出了一种带有闭环反馈系统的软传感器,用于动态剪切力检测,以解决软机器人夹爪中的物体滑动问题。该传感器由具有纳米碳材料的铁电聚合物制成,因为这样能提高结晶度并具有良好的灵敏度。当易碎物体(如蔬菜)从软夹爪滑落时,该传感器在检测动态剪切力方面表现出高性能和高速响应。这种人工皮肤传感器在使用夹爪抓取此类物体时表现出高灵敏度。此外,反馈系统为操作提供了一个控制系统,避免了针对各种任务进行训练的需要,从而证明了所提出的系统在新型软机器人应用(如仿生电子皮肤)中的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5fdf/11935906/9cf60469b4d6/SMSC-1-2100002-g001.jpg

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