首页|基于机器视觉的机器人运行自动化控制方法研究

基于机器视觉的机器人运行自动化控制方法研究

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由于传统机器人运行控制方法存在处理信息较多,导致实际机器人在应用环境中行动轨迹误差较大。因此,现提出基于机器视觉的机器人运行自动化控制方法。首先,基于机器视觉处理目标图像并定位,将识别的图像数据恢复成相应的灰度图再进行定位。其次,规划机器人位姿轨迹,得到其端部的位姿和杆件的相对位置关系。最后,控制机器人运动路径。实验结果:相较于方法 1 的误差值最大减少了 9。4mm,相较于方法 2 减少了 10。4mm,因此可以看出该方法对于机器人自动控制的有效性。
Research on robot operation automation control method based on machine vision
Due to the excessive processing of information in traditional robot operation control methods,there is a significant error in the actual robot's motion trajectory in the application environment.Therefore,a robot operation automation control method based on machine vision is proposed.Firstly,based on machine vision,the target image is processed and located,and the identified image data is restored to the corresponding grayscale image before positioning.Secondly,plan the pose trajectory of the robot and obtain the relationship between its end pose and the relative position of the member.Finally,control the robot's motion path.Experimental results:compared to Method 1,the maximum error value is 9.4mm less,and compared to Method 2,it is 10.4mm less.Therefore,it can be seen that the method proposed in this paper is effective for the automatic control of robots.

robotsvisual communicationautomationpath control

黄新胜

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聚和(天津)智能制造有限公司,天津 301802

机器人 视觉传达 自动化 路径控制

2024

中国高新科技
中华预防医学会,国家食品安全风险评估中心

中国高新科技

ISSN:
年,卷(期):2024.(5)
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