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Automated processing of railway track deflection signals obtained from velocity and acceleration measurements

机译:从速度和加速度测量中自动处理铁路轨道偏转信号

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摘要

Measurements of low-frequency vibration are increasingly being used to assess the condition and performance of railway tracks. Displacements used to characterise the track movement under train loads are commonly obtained from velocity or acceleration signals. Artefacts from signal processing, which lead to a shift in the datum associated with the at-rest position, as well as variability between successive wheels, mean that interpreting measurements is non-trivial. As a result, deflections are often interpreted by inspection rather than following an algorithmic or statistical process. This can limit the amount of data that can be usefully analysed in practice, militating against widespread or long-term use of track vibration measurements for condition or performance monitoring purposes. This paper shows how the cumulative distribution function of the track deflection can be used to identify the at-rest position and to interpret the typical range of track movement from displacement data. This process can be used to correct the shift in the at-rest position in velocity or acceleration data, to determine the proportion of upward and downward movement and to align data from multiple transducers to a common datum for visualising deflection as a function of distance along the track. The technique provides a means of characterising track displacement automatically, which can be used as a measure of system performance. This enables large volumes of track vibration data to be used for condition monitoring.
机译:低频振动的测量越来越多地用于评估铁路轨道的状况和性能。通常在速度或加速度信号中获得用于表征列车负载下的轨道运动的位移。信号处理产生的假象会导致与静止位置相关的基准发生偏移,以及后续车轮之间的变化,这意味着对测量的解释并不容易。结果,通常通过检查而不是遵循算法或统计过程来解释挠度。这会限制在实践中可以进行有用分析的数据量,从而不利于轨道振动测量广泛或长期用于状态或性能监视目的。本文说明了如何利用轨道挠度的累积分布函数来识别静止位置并根据位移数据解释轨道运动的典型范围。此过程可用于校正速度或加速度数据中静止位置的偏移,确定向上和向下运动的比例,并将来自多个换能器的数据对齐到一个公共基准面,以可视化偏转作为沿距离的函数轨道。该技术提供了一种自动表征轨道位移的方法,可用作系统性能的度量。这使得大量的轨道振动数据可用于状态监测。

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