自动调整抓取框架的抓取规划

IF 1.5 Q3 INSTRUMENTS & INSTRUMENTATION
Jeroen Cramer, Martijn Cramer, Karel Kellens
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引用次数: 0

摘要

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。
Automatic grasp planning for self-adjustable gripper frames
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.
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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
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