电焊机2025,Vol.55Issue(1) :51-57.DOI:10.7512/j.issn.1001-2303.2025.01.07

基于线激光传感器的机器人快速手眼标定方法和自动化程序

Fast Hand-Eye Calibration Method and Automation Program for Robots Based on Laser Line Sensors

杨霄 卓磊 周东 徐文浩
电焊机2025,Vol.55Issue(1) :51-57.DOI:10.7512/j.issn.1001-2303.2025.01.07

基于线激光传感器的机器人快速手眼标定方法和自动化程序

Fast Hand-Eye Calibration Method and Automation Program for Robots Based on Laser Line Sensors

杨霄 1卓磊 1周东 1徐文浩1
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作者信息

  • 1. 东方电气集团科学技术研究院有限公司,四川 成都 611731
  • 折叠

摘要

线激光传感器用于焊接机器人视觉引导时,易出现前期手眼标定较为繁琐、人为误差较大、后期难以复用和自动重标定等问题,提出了一种基于标准球的机器人快速手眼标定方法和通用性自动标定程序.该方法利用线激光传感器扫描标准球,通过球心拟合算法获取球心位置,并结合机器人位姿信息,建立传感器坐标系与机器人坐标系之间的转换关系.自动标定程序支持多种品牌机器人、线激光传感器和通讯协议,并采用PCL点云库和MathNET数值计算库进行计算,实现了标定过程的自动化和通用性.试验结果表明,该方法只需机器人粗略示教5个程序点,即可在2 min内自动扫描并获得标定结果,标定精度优于0.5 mm,满足机器人弧焊应用要求.此外,该程序易于复用,可简化机器人搭载线激光3D视觉系统的前期调试和后期运维工作,有效解决了传统手眼标定方法的不足,为线激光传感器在机器人视觉引导中的应用提供了便利.未来,将从减小球心拟合误差、优化扫描位置姿态等方面对标定方法进行进一步优化,并拓展其在高能束精密焊接等领域的应用.

Abstract

In the application of laser line sensors for visual guidance of welding robots,the traditional hand-eye calibration methods often suffer from problems such as cumbersome procedures,significant human errors,difficulty in reuse,and inabil-ity to perform automatic recalibration.To address these issues,this paper proposes a rapid hand-eye calibration method for robots based on standard spheres and a general automated calibration program.The method utilizes a laser line sensor to scan a standard sphere,employs a sphere center fitting algorithm to obtain the sphere center position,and combines it with robot pose information to establish the transformation relationship between the sensor coordinate system and the robot coor-dinate system.The automated calibration program supports various brands of robots,laser line sensors,and communication protocols,and utilizes the PCL point cloud library and MathNET numerical calculation library for computation,thereby achieving automation and versatility in the calibration process.Experimental results show that this method only requires the robot to roughly teach 5 program points,and can automatically scan and obtain calibration results within 2 minutes,with a calibration accuracy better than 0.5 mm,meeting the requirements of robot arc welding applications.Moreover,the program is easy to reuse,simplifying the preliminary debugging and later operation and maintenance work of the robot equipped with a laser line 3D vision system,effectively solving the shortcomings of traditional hand-eye calibration methods,and provid-ing convenience for the application of laser line sensors in robot visual guidance.In the future,the calibration method will be further optimized from aspects such as reducing the sphere center fitting error and optimizing the scanning position and attitude,and its application will be expanded to fields such as high-energy beam precision welding.

关键词

线激光传感器/机器人手眼标定/标准球/自动化程序/弧焊

Key words

laser line sensor/robot hand-eye calibration/standard sphere/automated program/arc welding

引用本文复制引用

出版年

2025
电焊机
成都电焊机研究所

电焊机

影响因子:0.39
ISSN:1001-2303
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