煤炭工程 ›› 2025, Vol. 57 ›› Issue (1): 212-217.doi: 10.11799/ce202501029

• 装备技术 • 上一篇    下一篇

矿用多功能机器人设计与应用研究

赵克顿,赵洪华,陈志良,等   

  1. 1. 济南大学
    2. 天地科技股份有限公司
    3. 中科机(山东)数字科技有限公司
  • 收稿日期:2024-06-05 修回日期:2024-08-22 出版日期:2025-01-10 发布日期:2025-03-03
  • 通讯作者: 赵洪华 E-mail:ujn_robot@163.com

Design and application research of multifunctional robot for mining

  • Received:2024-06-05 Revised:2024-08-22 Online:2025-01-10 Published:2025-03-03

摘要: 针对煤矿井下的恶劣环境,自主设计了一款多功能集成的矿用AGV,替代部分人工作业程序,实现巡检及紧急情况下的辅助救援功能。为了克服井下的特殊环境,着重考虑了防爆设计及机械结构的合理性,保证整车封闭部分及外部必要传感器均达到防爆或隔爆标准。为了进一步扩展自主作业功能,设计了一种基于雷达-惯性融合的SLAM导航方案,提出一种改进的回环检测激光建图算法进行试验测试,利用不同线数激光雷达进行算法实时性优化,先后通过地面室内环境建图试验及井下真实巷道建图试验进行效果测试,其中地上试验运动距离为60 m,整车Z轴运动方向最大突变波动在0.06 m以内,井下试验运动距离为200 m,在井下颠簸地面情况下,整车上下最大突变波动为0.25 m以内,Z轴线性度关键部分仅为3.87%,X轴方向约为0.37%,证明了机器人的运动的稳定性高及建图的鲁棒性优良,能够顺利完成巡检及救援任务,对井下AGV邻域关键技术突破具有重要意义。

关键词: 矿用机器人, AGV, SLAM, 巷道建图

Abstract: Aiming at the harsh environment in the coal mine, a multifunctional integrated mine AGV is designed independently to replace some manual operation procedures and realize inspection and auxiliary rescue functions in emergency situations. In order to overcome the special environment under the mine, the explosion-proof design and the rationality of the mechanical structure are emphatically considered to ensure that the closed part of the vehicle and the external necessary sensors meet the explosion-proof or flameproof standards. In order to further expand the autonomous operation function, a SLAM navigation scheme based on radar-inertial fusion is designed, and an improved loop detection laser mapping algorithm is proposed for test and test. The real-time optimization of the algorithm is carried out by LiDAR with different line numbers. The effect is tested through the indoor ground environment mapping test and the real tunnel mapping test under the mine successively. Among them, the above ground test movement distance is 60m, the maximum sudden fluctuation in the Z-axis movement direction of the vehicle is less than 0.06m, the underground test movement distance is 200m, and the maximum sudden fluctuation in the upper and lower parts of the vehicle is less than 0.25m under the condition of the bumpy ground under the mine. The key part of the Z-axis regularity is only 3.87%, and the X-axis direction is about 0.37%. It is proved that the robot has high stability of motion and excellent robustness of map construction, and can successfully complete inspection and rescue tasks, which is of great significance for the breakthrough of key technologies in the AGV neighborhood in the mine.