High-Speed Inspection of Rails by Passive Ultrasonic Monitoring

IF 2 Q2 ENGINEERING, MULTIDISCIPLINARY
D. Datta, F. Lanza di Scalea
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引用次数: 1

Abstract

This paper presents a high-speed non-contact rail inspection technique that has the potential of detecting internal rail defects at regular (revenue) train speeds. The technique utilizes an array of capacitive air-coupled ultrasonic transducers in continuous recording mode to extract a reconstructed transfer function for a rail segment in a passive manner. The passive approach utilizes the ambient excitation of the rail induced by the wheels of the test car and eliminates the need of a controlled source. A normalized cross correlation operator with modified Welch's periodogram technique is used to extract the transfer function in a manner that is independent of the uncontrolled excitation source (rolling wheels). Discontinuities in the rail (e.g., joints, welds and defects) alter the reconstructed transfer function which is statistically tracked using an outlier analysis for detection robustness and sensitivity. Field tests were carried out with a prototype at the Transportation Technology Center Inc (TTCI) in Pueblo, Colorado at testing speeds of up to 80 mph. The performance of the system in detecting rail discontinuities was assessed via Receiver Operating Characteristic curves for a range of varying operational parameters such as excitation strength, baseline distribution length, testing speed, and multiple runs.
被动超声监测轨道的高速检测
本文提出了一种高速非接触式钢轨检测技术,该技术具有在正常(收入)列车速度下检测钢轨内部缺陷的潜力。该技术利用连续记录模式的电容式空气耦合超声换能器阵列,以被动方式提取轨道段的重构传递函数。被动方法利用试验车车轮对轨道产生的环境激励,消除了对受控源的需要。采用一种归一化互相关算子和改进的韦尔奇周期图技术,以一种独立于非受控激励源(滚动车轮)的方式提取传递函数。钢轨中的不连续性(例如,接头、焊缝和缺陷)改变了重建的传递函数,该传递函数使用离群值分析进行统计跟踪,以提高检测的鲁棒性和灵敏度。在位于科罗拉多州普韦布洛的交通技术中心(TTCI),一辆原型车进行了现场测试,测试速度高达80英里/小时。在一系列不同的运行参数(如激励强度、基线分布长度、测试速度和多次运行)下,通过接收器工作特性曲线评估系统检测轨道不连续的性能。
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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来源期刊
CiteScore
3.80
自引率
9.10%
发文量
25
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