基于三维点云的喷雾机器人路径规划算法

Jubo Yang, M. Kong, Rundong Wang
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引用次数: 2

摘要

喷涂机器人的自动路径规划方法一直是一个具有挑战性的问题,特别是对于多种工件的混线生产。本文讨论了基于家具点云模型的喷雾路径自获取技术。针对家具的点云姿态,讨论了喷涂系统坐标系与姿态自适应调整之间的坐标关系。研究了基于点云切片的家具表面路径规划和基于边缘提取技术的边缘喷涂,获得了有序路径点序列和喷枪姿态。通过机器人对平面家具和复杂曲面家具的喷涂实验,从算法效率和喷涂效果两方面验证了算法的可靠性。
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A Path Planning Algorithm of Spray Robot based on 3D Point Cloud
The automatic path planning method of spray robot has always been a challenging problem, especially for the mixed-line production of various workpieces. This paper discusses the self-acquisition technology of spray path based on the point cloud model of furniture. The coordinate relationship between the coordinate system of the spraying system and the adaptive adjustment of the pose are discussed for the point cloud pose of the furniture. The furniture surface path planning based on point cloud slices and edge spraying based on edge extraction technology were studied to obtain the ordered path point sequence and posture of the spray gun. Through the robot spraying experiment on flat furniture and complex curved furniture, the reliability of the algorithm is verified from the aspects of algorithm efficiency and spraying effect.
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