Jian Li , Isidro Durazo-Cardenas , Cristobal Ruiz-Carcel , Feiyang He , Rob Anderson , Amanda Hall , David Burbridge , Andrew Starr
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引用次数: 0
摘要
铁路检查和维护车(RIMV)是一种用于铁路环境的最先进的自主地面机器人。该机器人拥有为特定功能定制的专用硬件,可确保在执行指定任务时发挥最佳性能。它集成了 GPS、IMU 和编码器,可进行稳健定位,还集成了激光雷达系统和深度摄像头,可避免碰撞。为了确保安全,RIMV 配备了一个 IP 摄像机,用于实时监控环境,并配备了紧急停止机制。一台 Ubuntu Linux 机器负责管理机器人的数据处理,辅以一台 5G Wi-Fi 路由器,在必要时进行远程监控和操作。ROS2 是机器人操作的主要平台,因其开源解决方案和增强的网络安全功能而脱颖而出。我们利用超声波检测套件在传统铁路环境中对 RIMV 进行了验证,以检测轨道缺陷。除这一特定应用外,RIMV 还具有多功能性,可作为铁路部门其他自主检测和维护任务的平台。它的适应性突显了其在提高铁路维护效率和安全性方面的潜力,可在各种场景下为人类操作员提供宝贵的帮助。
Smart railways: the design and construction of an autonomous inspection and maintenance vehicle
The Railway Inspection and Maintenance Vehicle (RIMV) is a state-of-the-art autonomous ground robot for the railway environment. The robot has specialised hardware tailored for specific functionalities, ensuring optimal performance in its designated tasks. It incorporates a GPS, IMU, and encoder for robust localisation, and it integrates a LiDAR system and a depth camera for collision avoidance. Prioritising safety, the RIMV features an IP camera for real-time environmental monitoring and is equipped with emergency stop mechanisms. An Ubuntu Linux machine manages the robot’s data processing, complemented by a 5G Wi-Fi router for remote monitoring and operation when necessary. ROS2 is the primary platform for robot operations, standing out for its open-source solution and enhanced cybersecurity features. We validated the RIMV in a heritage railway setting with an ultrasonic inspection kit to detect rail-track defects. Beyond this specific application, the RIMV is versatile and designed to serve as a platform for other autonomous inspection and maintenance tasks within the railway sector. Its adaptability highlights its potential to enhance efficiency and safety in railway maintenance, offering invaluable assistance to human operators across varied scenarios.