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激光探测与测量视觉技术在堆取料机全自动控制中的应用 被引量:12

Application of laser detection and measurement vision technology in automatic control of stacker reclaimer
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摘要 针对散货料场堆取料机人工操作堆取作业随意性大、精度差、效率低等现状,设计了一种堆取料机全自动控制系统。该系统基于激光雷达(Lidar)机器视觉技术,通过3D激光扫描仪实时获取料堆形状的点云数据,并完成对目标料堆的在线实时建模,最后控制堆取料机完成自动作业;提出了一种基于视觉图像处理算法的作业路径规划算法,通过实时提前预测作业轨迹来指导堆取料机自动作业。实践表明该控制系统提高了设备的作业效率,降低了作业成本。 In view of the large randomness,poor accuracy and low efficiency of stacking and reclaiming operation in bulk material handling stockyard,this paper presents a fully-automation control system for stacker-reclaimer.This system is based on Lidar machine vision technology.3D laser scanner is used to acquire the real-time point cloud data of the object stockpile shape in order to accomplish the on-line real-time modeling for the target stockpile,and control the stacker-reclaimer to fulfil automatic operation.An operation path planning algorithm based on visual image processing algorithm is designed,which can continuously guide the automatic operation of stacker-relaimer by predicting route in advance in real time.Practice shows that the control system improves the machine’s working efficiency and reduces operation cost remarkably.
作者 王旭修 蔡有高 时培领 陈煌 李祥 刘明 WANG Xu-xiu;CAI You-gao;SHI Pei-ling;CHEN Huang;LI Xiang;LIU Ming(Huaneng(Fujian)Seaport Co.,Ltd.,Fuzhou 350602,China)
出处 《水运工程》 北大核心 2020年第6期87-91,105,共6页 Port & Waterway Engineering
关键词 堆取料机 3D激光扫描仪 机器视觉 路径规划 stacker-reclaimer 3D laser scanner machine vision path planning
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