Automatic grasp planning for self-adjustable gripper frames

IF 1.5 Q3 INSTRUMENTS & INSTRUMENTATION ROBOMECH Journal Pub Date : 2024-03-02 DOI:10.1186/s40648-024-00271-5
Jeroen Cramer, Martijn Cramer, Karel Kellens
{"title":"Automatic grasp planning for self-adjustable gripper frames","authors":"Jeroen Cramer, Martijn Cramer, Karel Kellens","doi":"10.1186/s40648-024-00271-5","DOIUrl":null,"url":null,"abstract":"In high-mix, low-volume manufacturing, end-of-arm tooling (EOAT) must be able to handle various products. Conventional EOATs usually comprise fixed or limited-adjustable frames (i.e. manually or using short-stroke pistons) over-equipped with multiple grippers, which are selectively activated based on the product to be grasped. This paper presents a smart gripper frame equipped with only four grippers capable of automatically adjusting to a product’s unique geometry. To this end, a two-dimensional grasp planner has been developed that is supplied with product contours from depth images. The proposed approach has been successfully validated in multiple industrial use cases involving objects with different dimensions and materials, and applying various grippers.","PeriodicalId":37462,"journal":{"name":"ROBOMECH Journal","volume":"29 1","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ROBOMECH Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s40648-024-00271-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"INSTRUMENTS & INSTRUMENTATION","Score":null,"Total":0}
引用次数: 0

Abstract

In high-mix, low-volume manufacturing, end-of-arm tooling (EOAT) must be able to handle various products. Conventional EOATs usually comprise fixed or limited-adjustable frames (i.e. manually or using short-stroke pistons) over-equipped with multiple grippers, which are selectively activated based on the product to be grasped. This paper presents a smart gripper frame equipped with only four grippers capable of automatically adjusting to a product’s unique geometry. To this end, a two-dimensional grasp planner has been developed that is supplied with product contours from depth images. The proposed approach has been successfully validated in multiple industrial use cases involving objects with different dimensions and materials, and applying various grippers.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
自动调整抓取框架的抓取规划
在多品种、小批量的生产过程中,末端工装(EOAT)必须能够处理各种产品。传统的 EOAT 通常由固定或有限可调框架(即手动或使用短行程活塞)组成,上面配备多个夹具,可根据要抓取的产品有选择地启动。本文介绍了一种仅配备四个机械手的智能机械手框架,能够根据产品的独特几何形状进行自动调节。为此,我们开发了一个二维抓取规划器,该规划器可根据深度图像提供产品轮廓。所提出的方法已在多个工业应用案例中成功验证,这些案例涉及不同尺寸和材料的物体,并应用了各种抓手。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
ROBOMECH Journal
ROBOMECH Journal Mathematics-Control and Optimization
CiteScore
3.20
自引率
7.10%
发文量
21
审稿时长
13 weeks
期刊介绍: ROBOMECH Journal focuses on advanced technologies and practical applications in the field of Robotics and Mechatronics. This field is driven by the steadily growing research, development and consumer demand for robots and systems. Advanced robots have been working in medical and hazardous environments, such as space and the deep sea as well as in the manufacturing environment. The scope of the journal includes but is not limited to: 1. Modeling and design 2. System integration 3. Actuators and sensors 4. Intelligent control 5. Artificial intelligence 6. Machine learning 7. Robotics 8. Manufacturing 9. Motion control 10. Vibration and noise control 11. Micro/nano devices and optoelectronics systems 12. Automotive systems 13. Applications for extreme and/or hazardous environments 14. Other applications
期刊最新文献
Computer vision-based visualization and quantification of body skeletal movements for investigation of traditional skills: the production of Kizumi winnowing baskets Measuring unit for synchronously collecting air dose rate and measurement position Length control of a McKibben pneumatic actuator using a dynamic quantizer Interactive driving of electrostatic film actuator by proximity motion of human body Development and flight-test verification of two-dimensional rotational low-airspeed sensor for small helicopters
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1