Automated rerailing of a road-rail shunting vehicle on road-level tracks using 2D-Lidar

Hyun-Suk Jung, Philipp Niermeyer, Harish Manjunatheswaran, Christian Schindler
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Abstract

Road-rail vehicles are emerging increasingly in small flat yards for shunting wagons. While numerous research works suggest automation of the shunting operation to improve its efficiency, the rerailing procedure of such vehicle, i.e., switching between road and rail mode, remains manually executed. Hence, we present a simple but novel method for a road-rail vehicle with skid-steer drive to rerail automatically on road-level tracks (e.g., level-crossing). The vehicle uses two 2D-Lidar sensors to scan the floor for (rail) in order to estimate its lateral displacement and angular orientation towards the track centre. A simplified model and a PID-type controller for the yaw rate were deployed while keeping the linear velocity constant for the vehicle to align itself at the centre of and parallel to the track. Upon reaching the goal, the rail wheels are descended and the rerailing is completed. Test runs were conducted from a random initial pose near the track centre while limiting the travel range in x-direction to 2.5 m, yet allowing a change of direction each time the vehicle reaches this limit. In 97% of the test runs, the vehicle rerailed successfully in 47 s on average (12 s of which was needed for lowering the rail wheels) with three changes of direction or less. In the remaining 3% of cases it took more attempts. Automated rerailing could be used not only as assistance function for the shunting personnel, but also as important feature of an autonomous shunting robot that is able to access both road and rail domains.
利用二维激光雷达实现路轨调车在路面轨道上的自动换轨
路轨车辆越来越多地出现在用于调车的小型平场中。虽然许多研究工作都建议实现调车作业自动化以提高效率,但此类车辆的换轨程序,即在公路和铁路模式之间的切换,仍需人工执行。因此,我们提出了一种简单而新颖的方法,即采用滑移转向驱动的公路-铁路车辆在公路轨道(如平交道口)上自动换轨。车辆使用两个二维激光雷达传感器对地面(轨道)进行扫描,以估计其横向位移和对轨道中心的角度方向。在保持线速度恒定的情况下,采用简化模型和 PID 型偏航率控制器,使车辆对准轨道中心并与轨道平行。到达目标后,轨道车轮下降并完成换轨。测试运行从轨道中心附近的一个随机初始位置开始,同时将 X 方向的行驶范围限制在 2.5 米,但允许车辆在每次到达该极限时改变方向。在 97% 的测试运行中,车辆平均在 47 秒内成功脱轨(其中 12 秒用于降低轨道轮),换向次数为三次或更少。其余 3% 的情况则需要更多的尝试。自动换轨不仅可以作为调车人员的辅助功能,还可以作为能够进入公路和铁路领域的自主调车机器人的重要功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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