首页|基于AI视觉的工业机器人抓取系统设计

基于AI视觉的工业机器人抓取系统设计

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目前,工业机器人发展十分成熟,在工件零件抓取方面实现了较高程度的自动化.然而,传统的机器人采用固定点示教的方式,无法抓取形状复杂的零件,且存在较大位置误差.因此,基于人工智能(Artificial Intelligence,AI)视觉技术,设计了一个工业机器人自动抓取系统,通过AI视觉模型实现工件的准确识别.对机器人的抓取效果进行实验,结果表明基于AI视觉的工业机器人抓取系统可以识别各种工件,并精准抓取零件,抓取位置误差较小.
Design of Industrial Robot Grasping System Based on AI Vision
At present,the development of industrial robots is very mature,and a high degree of automation has been achieved in the grasp of workpiece parts.However,the traditional robot adopts the fixed-point teaching method,which cannot grasp the parts with complex shapes,and there is a large position error.Therefore,an industrial robot automatic grasping system is designed based on Artificial Intelligence(AI)vision technology,and the workpiece is accurately identified by AI vision model.Experiments are carried out on the grasping effect of the robot,and the results show that the grasping system of the industrial robot based on AI vision can identify various workpieces and accurately grasp parts with small grasping position error.

Artificial Intelligence(AI)visionindustrial robotgrab systemProgrammable Logic Controller(PLC)

李明

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潍柴(潍坊)材料成型制造中心有限公司,潍坊 261100

人工智能(AI)视觉 工业机器人 抓取系统 可编程逻辑控制器(PLC)

2024

现代制造技术与装备
山东省机械设计研究院 山东机械工程学会

现代制造技术与装备

影响因子:0.197
ISSN:1673-5587
年,卷(期):2024.60(3)
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