Development and application of the Illinois Buckle Risk Model (IBRM) using multi-source track condition data

IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL
Neeraj Thakur , Arthur de O. Lima , Marcus S. Dersch , J.Riley Edwards
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引用次数: 0

Abstract

Track buckles occur more frequently in Continuously Welded Rail (CWR) as they lack joints to accommodate axial thermal expansion. Analysis of Federal Railroad Administration (FRA) accident database reveals that buckled-track derailments have been a persistent safety concern for U.S. railroads. The FRA initiated an extensive research program in the 1980's to develop and experimentally verify a dynamic buckling theory which culminated in the development of the CWR-SAFE software. The Buckle module of CWR-SAFE accepts quantitative track condition input parameters and assesses the buckling risk of track in terms of its Buckling Safety Margin (BSM). BSM is a composite metric that accounts for track strength, rail temperature, and rail neutral temperature.
Since the development of CWR-SAFE, there have been notable advancements in track inspection technologies capable of providing high-resolution track health data. The Illinois Buckle Risk Model (IBRM) leverages the outputs from three-dimensional machine vision and track geometry measurements systems into the CWR-SAFE environment to perform buckle risk assessment at an individual crosstie resolution. IBRM uses results from field and laboratory experiments to calibrate inspection system outputs into quantified inputs for CWR-SAFE. The application of IBRM is demonstrated using data collected from a Class I railroad subdivision. BSM calculations show that 1.9% of the subdivision track is in the desired range, 95.7% is in the adequate range, and 2.4% is in the minimum required range. This information can be used to prioritize both capital renewal projects and maintenance interventions. Results also demonstrate the IBRM’s flexibility and scalability for buckle risk assessment.
基于多源轨道状况数据的伊利诺伊弯道风险模型(IBRM)开发与应用
在连续焊接轨道(CWR)中,由于缺乏接头来适应轴向热膨胀,轨道屈曲的发生更为频繁。对美国联邦铁路局(FRA)事故数据库的分析表明,弯曲轨道脱轨一直是美国铁路安全问题的困扰。FRA在20世纪80年代启动了一项广泛的研究计划,以开发和实验验证动态屈曲理论,最终开发了CWR-SAFE软件。cwrr - safe的屈曲模块接受定量的轨道状态输入参数,根据轨道的屈曲安全余量(BSM)对轨道的屈曲风险进行评估。BSM是考虑轨道强度、轨道温度和轨道中性温度的复合度量。自ccr - safe开发以来,能够提供高分辨率轨道健康数据的轨道检查技术取得了显著进步。伊利诺伊扣环风险模型(IBRM)利用三维机器视觉和轨道几何测量系统的输出到CWR-SAFE环境中,以单个交叉分辨率执行扣环风险评估。IBRM使用现场和实验室实验的结果来校准检查系统输出到CWR-SAFE的量化输入。通过从一级铁路分段收集的数据演示了IBRM的应用。BSM计算表明,细分轨迹的1.9%在期望范围内,95.7%在适当范围内,2.4%在最小要求范围内。这些信息可用于确定资本更新项目和维护干预措施的优先级。结果还证明了IBRM在屈曲风险评估方面的灵活性和可扩展性。
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来源期刊
Transportation Geotechnics
Transportation Geotechnics Social Sciences-Transportation
CiteScore
8.10
自引率
11.30%
发文量
194
审稿时长
51 days
期刊介绍: Transportation Geotechnics is a journal dedicated to publishing high-quality, theoretical, and applied papers that cover all facets of geotechnics for transportation infrastructure such as roads, highways, railways, underground railways, airfields, and waterways. The journal places a special emphasis on case studies that present original work relevant to the sustainable construction of transportation infrastructure. The scope of topics it addresses includes the geotechnical properties of geomaterials for sustainable and rational design and construction, the behavior of compacted and stabilized geomaterials, the use of geosynthetics and reinforcement in constructed layers and interlayers, ground improvement and slope stability for transportation infrastructures, compaction technology and management, maintenance technology, the impact of climate, embankments for highways and high-speed trains, transition zones, dredging, underwater geotechnics for infrastructure purposes, and the modeling of multi-layered structures and supporting ground under dynamic and repeated loads.
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