基于点云的复杂工件机器人喷涂方法OA
Robot spraying method for complex workpiece based on point cloud
针对示教喷涂机器人在面对多品种小批量工件时适应性差的问题,研究一种基于3D点云模型参数化重建的复杂工件机器人喷涂方法.采用线激光视觉传感器扫描工件得到其3D点云,去除点云中背景及挂钩以分割工件点云,在工件点云主矢量方向投影并切片以获得工件尺寸,进行工件的参数化建模.根据工件特征表面的类型,将凹面和具有复连通区域的面分解为封闭的凸面,采用扫描线法生成喷涂路径并进行机器人轨迹规划.构建机器人喷涂系统,多次测试表明:系统能基于工件点云进行三维模型重建及机器人轨迹规划,机器人能沿规划轨迹运动,对工件悬挂位姿要求不敏感,满足工件喷涂的实际需求.
To solve the problem of poor adaptability of teaching spraying robots for multiple varieties and small batches of workpieces,the robot spraying method for complex workpieces based on model parameterized reconstruction by 3D point cloud was investigated.The line laser vision sensor was used to scan the workpiece and obtain 3D point cloud,and the background and hooks were removed from the point cloud to segment the point cloud of workpiece.The size of workpiece was obtained by projecting and slicing in the main vector direction of the point cloud of workpiece,and the parametric modeling of workpiece was conducted.Based on the type of feature surface,the concave surface and the surface with complex connected areas were decomposed into closed and convex surfaces.The scanning line method was used to generate the spraying path and carry out robot trajectory planning,and the robot spraying system was built.The multiple test results show that the system can reconstruct 3D models and plan robot trajectories based on the point cloud of workpiece.The robot can move along the planned trajectory and is not sensitive to the requirements of suspension posture,which meets the actual needs of spraying.
王化明;沈颖;姜少华;徐轲
南京航空航天大学机电学院,江苏南京 210016南京航空航天大学机电学院,江苏南京 210016南京航空航天大学机电学院,江苏南京 210016南京航空航天大学机电学院,江苏南京 210016
信息技术与安全科学
机器人点云参数化建模轨迹规划喷涂系统
robotpoint cloudparametric reconstructiontrajectory planningspraying system
《江苏大学学报(自然科学版)》 2026 (1)
25-30,6
国家自然科学基金资助项目(52202417)
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