首页|基于数字孪生的机器人工件感知与虚实映射标定方法研究

基于数字孪生的机器人工件感知与虚实映射标定方法研究

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机器人采用离线编程的方法,仿真环境与真实环境空间上相互独立、时间上相互隔离,被加工工件逆向重构过程繁琐且存在形状、定位误差.为此,提出了以机器人操作系统(ROS)为基础构建数字孪生机器人的建模方法,实现了工件从真实环境到虚拟环境的感知重构.研究了数字孪生虚实交互映射的特点,提出了基于数字孪生原理的虚实映射标定方法,修正了真实物理环境与虚拟仿真环境间的工件误差.最后,针对抓取机器人数字孪生系统,进行了抓取工件的案例测试,验证了该方法的有效性.
Study on Robot Workpiece Perception and Virtual Real Mapping Calibration Method Based on Digital Twin
The robot adopts the method of off-line programming.The simulation environment and the real environment are independent in space and isolated in time.The reverse reconstruction process of the machined workpiece is cumbersome,and there are shape and positioning errors.Therefore,the modeling method of digital twin robot based on robot operating system(ROS)was proposed,the perceptual reconstruction of workpiece from real environment to virtual environment was realized.The characteristics of virtual real interactive mapping of digital twin were studied,a virtual real mapping calibration method based on digital twin principle was proposed,and the workpiece error between real physical environment and virtual simulation environment was corrected.Finally,for the digital twin system of grasping robot,a case test of grabbing workpiece was carried out to verify the effectiveness of the method.

digital twinindustrial robotworkpiece perceptionvirtual real calibration

徐洋洋、孙文磊、刘国良、谢文显

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新疆大学 机械工程学院,新疆 乌鲁木齐 830046

数字孪生 工业机器人 工件感知 虚实标定

新疆维吾尔自治区重点研发项目新疆维吾尔自治区重点实验室开放基金项目

2020B020142020520002

2024

热加工工艺
中国船舶重工集团公司热加工工艺研究所 中国造船工程学会船舶材料学术委员会

热加工工艺

CSTPCD北大核心
影响因子:0.55
ISSN:1001-3814
年,卷(期):2024.53(13)