Development of a Mobile Robot System for the Visual Inspection of Railcar Undercarriage Equipment

目视检查 导线 工程类 计算机科学 火车 机器人 移动设备 汽车工程 模拟 计算机视觉 人工智能 大地测量学 地图学 操作系统 地理
作者
Michael Molzon,Mehdi Ahmadian
标识
DOI:10.1115/jrc2022-79739
摘要

Abstract This study explores the design and feasibility of using a mobile robotic platform, equipped with digital cameras, thermal imaging, and similar systems for visual inspection of rolling-stock undercarriage while stationary. Condition monitoring and modern inspection methods are important parts for ensuring safe, reliable, and efficient operation of railroad equipment. Although the current wayside imaging inspection systems have proven to be effective, they are stationary and costly. The system cost, complexity, and inability to transport them to where the needs may exist have limited their widespread adaptation by the railroads. Manual train-side inspections are limited to what the train inspector can see from the side. They do not allow inspecting the undercarriage components without extending inspection time and potentially exposing personnel to safety hazards. This study presents a functional system capable of traversing over and in between the rails, as the means for cost-effective train undercarriage inspection in places such as railyards or sidings. The ability to scan railcars safely will enable detecting and documenting their condition for improved maintenance diagnostics and preventing maintenance. The results of preliminary tests with off-the-shelf cameras capable of 120 FPS recording are also included. The tests indicate that the close proximity between the cameras and the undercarriage components pose a challenge in ensuring that clear and visible images can be captured, especially when moving at higher speeds (say, more than 5 mph) and in low lighting. Traveling on ballasts and ties also poses challenges in terms of the vibrations caused by the rough terrain. The image stabilization feature that is present in most modern cameras is particularly helpful with reducing some of the blurring effects from the vibrations.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
丘比特应助手拿大炮采纳,获得10
刚刚
强健的问芙完成签到,获得积分10
1秒前
小超人到海底捉虫完成签到,获得积分10
1秒前
沉默小颖完成签到,获得积分10
2秒前
chengcheng完成签到,获得积分10
2秒前
小新发布了新的文献求助10
2秒前
小熊发布了新的文献求助10
2秒前
补天石完成签到,获得积分10
2秒前
2秒前
2秒前
亦芝狐完成签到,获得积分10
3秒前
汉堡包应助怕孤独的云采纳,获得10
3秒前
MZR_1ST发布了新的文献求助10
4秒前
神勇中道完成签到,获得积分10
4秒前
5秒前
开朗冬日完成签到,获得积分10
5秒前
天际发布了新的文献求助10
5秒前
楼轶完成签到,获得积分10
6秒前
高赛文发布了新的文献求助10
6秒前
up完成签到,获得积分10
6秒前
apong发布了新的文献求助10
7秒前
xinanan发布了新的文献求助10
8秒前
8秒前
CC发布了新的文献求助10
8秒前
蒋蒋欣艳发布了新的文献求助10
8秒前
9秒前
miksimet2005完成签到,获得积分10
9秒前
顾矜应助蒸馏水采纳,获得10
9秒前
星辰大海应助酷酷的黑米采纳,获得10
9秒前
雪芹发布了新的文献求助30
9秒前
LH发布了新的文献求助10
9秒前
9秒前
潮水发布了新的文献求助10
9秒前
乐乐应助科研通管家采纳,获得10
10秒前
情怀应助科研通管家采纳,获得10
10秒前
隐形曼青应助科研通管家采纳,获得10
10秒前
NexusExplorer应助科研通管家采纳,获得10
10秒前
在水一方应助科研通管家采纳,获得10
10秒前
10秒前
NexusExplorer应助科研通管家采纳,获得10
10秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
ズームレンズの光学設計に関する研究 800
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7276659
求助须知:如何正确求助?哪些是违规求助? 8897717
关于积分的说明 18814603
捐赠科研通 6949147
什么是DOI,文献DOI怎么找? 3206144
关于科研通互助平台的介绍 2377397
邀请新用户注册赠送积分活动 2181052